License plate recognition
Urban populations are expanding rapidly around the globe, with an expected growth of 1.56 billion by 2040. As the number of people living and working in cities continues to grow, the ability to keep everyone safe is an increasing challenge. However, technology companies are developing products and solutions with these futuristic cities in mind, as the reality is closer than you may think. Solutions that can help to watch over public places and share data insights with city workers and officials...
The new Wisenet PNM-9000QB camera module is designed for ATM, retail and other covert fraud and theft detection applications. Remote camera heads comprise an image sensor camera equipped with a fixed, pinhole or fisheye lens. As their name implies, they are designed to be installed remotely from the other components of a video surveillance camera and this means they can be discretely installed within an ATM and other tight spaces, or located neatly into a corner of a room or lift with the help...
Nedap, the foremost specialist in advanced vehicle identification solutions, has upgraded its ANPR Lumo license plate reader for vehicle access control with Open Supervised Device Protocol (OSDP) ensuring greater site security. The ANPR Lumo is one of the world’s first all-in-one license plate recognition systems compatible with the OSDP protocol V.2.1.7. The OSDP upgrade within Nedap’s ANPR Lumo camera makes it possible to improve vehicle gate access in a trusted and secure manner...
Genetec Inc., a foremost technology provider of unified security, public safety, operations, and business intelligence solutions, shared the results of a state of the industry report based on insights from over 1,000 physical security leaders. The report looks at how the physical security industry is reacting to the threat of COVID-19, how security professionals are coping, and how day-to-day operations and plans are affected for the coming year. Physical security industry Challenges Not sur...
The latest addition to the Wisenet P ‘Premium’ camera series removes the risk that important video evidence might be missed when there is a need to monitor two adjacent sides of a building. With the middle camera sensor covering the blind spot between the areas being monitored by the other two sensors, the 3-channel multi-directional Wisenet PNM-8082VT camera provides an efficient way to ‘see around corners’ and offers a cost-effective alternative to deploying three stan...
As AI technology is increasingly applied in the security industry, intelligent video analytics has become a sought-after surveillance feature for a variety of scenarios, especially outdoor scenes or environments with extreme low-light condition at night. To satisfy users’ intelligent analysis needs for different targets under low-light conditions, Dahua Technology, a renowned video-centric smart IoT solution and service provider, utilises its sophisticated AI algorithm advantages and comb...
As AI technology is increasingly applied in the security industry, intelligent video analytics has become a sought-after surveillance feature for a variety of scenarios, especially outdoor scenes or environments with extreme low-light conditions at night. To satisfy users’ intelligent analysis needs for different targets under low-light conditions, Dahua Technology, a video-centric smart IoT solution and service provider, utilises its sophisticated AI algorithm advantages and combines its full-colour performance improvements with high-accuracy detection, target recognition and efficient AI search functionalities, giving birth to its brand new full-colour AI solution. Infrared technology (IR) Although the industry has adopted infrared (IR) technology to provide high-quality images in dark environments, the black-and-white images captured by traditional IR cameras cannot fully display detailed information of targets, such as clothing colour, vehicle attributes, etc., making it difficult to collect relevant visual evidence. Also, when integrated with AI, its limitations in colour extraction often led to low detection accuracy. For instance, when a person in a black outfit hides behind a tree, the IR camera cannot effectively distinguish the monitored target from the background. In addition, IR light can cause overexposure of targets, which can cause missing details for target recognition. Technological advantages of full-colour AI solution Making up for the insufficiency of general IR cameras, the Dahua full-colour AI Solution is equipped with different full-colour technologies to capture clear colour images even in low-light conditions. It offers vivid image effects similar to daytime in surveillance scenes under low illumination and total-darkness, significantly facilitating the camera's AI intelligent processing performance. Compared to traditional IR night vision, Dahua's full-colour AI solution boasts more abundant spectral information collection capabilities, resulting in clearer, more vivid and more complete details of extracted features for comparison. For face recognition, comparing the colour images stored in the image library with the black-and-white image of the IR camera produces low matching accuracy. When compared with the colour images captured by the Dahua full-colour cameras at night, it provides high algorithm compatibility and high matching accuracy. Lens and image sensor In addition, its large-aperture lens and high-sensitivity image sensor greatly improve its ability to sense visible light and detect distant targets in the environment. When there are only a few visible light sources such as street lights in the scene, the Dahua full-colour camera can still capture good quality images with its powerful low-light capability. High-accuracy detection Target detection rate under full-colour mode are higher than those under IR mode Thanks to the rich spectral information collection capability of the full-colour camera, in some scenarios, the target detection rate under full-colour mode are higher than those under IR mode, thereby providing early warning to prevent crimes from happening and allowing quick response in time with active deterrence. Target recognition Featuring an excellent image effect, the Dahua full-colour AI solution can realise face recognition and license plate recognition even at night. In places prone to crimes and incidents such as parks or dark alleys, this solution can effectively extract colour characteristics as well as details of people and vehicles in the scene, achieving detection/recognition of targets. Cost-effective AI search The clear and detailed colour images collected by a full-colour camera can significantly aid evidence collection and police enforcement. At the same time, it also enables AI search based on attributes of people/vehicles, greatly improving retrieval efficiency and substantially reducing labour costs for users. 24/7 full-colour surveillance Boasting obvious advantages of screen brightness, colour restoration and detail effects, the Dahua full-colour AI solution provides users with 24/7 full-colour surveillance while fully utilising the AI functions of its smart cameras. It can be used in a wide range of low-light scenes such as parking lot, villa, industrial area, park, and other outdoor scenarios at night, achieving almost the same target image effects during the day. It efficiently records evidence and offers convenience in terms of early-warning, deterrence during an event, and post-event management and control.
Interphone has published a security system and building technology whitepaper to help developers, contractors, installers and managing agents better understand their responsibilities regarding the General Data Protection Regulation (GDPR). The in-depth report, titled A guide to GDPR compliance for the commercial residential marketplace, has been produced jointly with legal training specialist Woolven and Brown to provide an industry-specific look at the data protection and privacy law. GDPR and Data Protection Act 2018 “Security systems and building technologies now hold personal data in many hidden places, so organisations within the commercial residential marketplace need to know what they can and cannot do in relation to holding this information based on the laws that are in place,” explains Charlotte Woolven-Brown, Managing Director of Woolven and Brown Ltd. “The exact requirements can often be confusing, so this guide is designed to help property professionals understand what the GDPR and the Data Protection Act 2018 are and how they apply to their property businesses.” Product-specific policy requirements The white paper provides an introduction to the GDPR, outlining the main considerations for commercial residential property organisations and the impact it may have on them. The guide also covers product-specific policy requirements for those security systems and building technologies that either hold a lot of data or share data with a third party. This includes CCTV, automatic number plate recognition (ANPR), biometrics, voice recognition, door entry and access control. Process and manage data “The GDPR and the Data Protection Act 2018 have changed the manner in which we process and manage data. Failure to comply could be extremely damaging in terms of potential fines and the threat of civil action, while adverse publicity risks significant damage to the reputation of an organisation.” “The advice to property businesses is clear, understand your responsibilities and get it right from the start,” concludes Woolven-Brown. Seeking clarification Julian Synett, CEO of Interphone Limited commented, “Since the introduction of the GDPR, we have had developers, contractors, installers and managing agents seeking clarification on their compliance requirements for the security systems and building technology we develop, install and maintain.” “This suggests there is still a lack of clarity about what is needed, so we have created this white paper to help answer many of the GDPR questions that property businesses currently have.”
The greatest challenge that the energy sector faces in modern times is how to meet the continuously changing risk factors and addressing all of the necessary security aspects. Considering their unique infrastructure, expensive and sensitive materials onboard, and sometimes even classified national assets, energy facilities and critical infrastructures will always be subject to varied security threats. With hundreds of oil refineries, nuclear power plants, research reactors and fuel cycle facilities in operation worldwide, preventing certain materials from falling into the hands of adversaries or threat elements who seeks to steal or even harm the station operators is the top priority of the corporations’ security teams. Use of explosive devices in energy sector attacks The overwhelming majority of attacks (74%) on energy targets, between 2010 and 2014, were carried out by the use of explosive devices, while facility and infrastructure attacks, including arson and sabotage tactics, were the second most common (CEI Security Stakeholder Group Manifest). In April 2013, terrorists used high-powered rifles to destroy several transformers at a transmission substation in California in an incident that incurred more than US$ 15 million in damages and required nearly a month to restore. Robust layer-upon-layer security network Energy plants are among North America’s most protected private sector facilities Still, energy plants are among North America’s most protected private sector facilities. They are extremely robust structures that, by design and construction, are very challenging to penetrate. These structures, a well-trained security force and strict access controls for operators and visitors provide a robust layer-upon-layer comprehensive security network. The security level increases as one gets closer to the ‘owner-controlled area’, which is fenced and secured by advanced systems and well-armed security officers. This security ring typically shields the reactor, the control room, the used fuel pool and the central security alarm stations. The systems provide: High-quality scanned images, Smart compare capabilities for the inspection of recurring vehicles, Fraud prevention tools backed by a unique vehicle ID, Full integration to barriers, bollards and access control systems, Automatic detection of illicit materials or unauthorised access on the first pass, COVID-19 compatible: Driver and passenger fever detection capabilities. Helios UVIS by UVeye Access to the owner-controlled area should be limited and protected by an automated access control system that integrates with the alarmed security doors and response system connected to federal or local law enforcement agencies, which can assist in the event of an attack. Helios UVIS by UVeye helps ensure that all measures are taken to control vehicles’ access to sensitive energy facilities and protect them from such risks. Helios UVIS is designed to detect illicit materials being smuggled in, prevent theft, and thwart unauthorised access or other malicious acts in and around the secured facility. UV Inspect, advanced vehicle pass solution UV Inspect can be used for vehicles that have not been previously scanned by a system Offering single- or multi-lane units, as well as stationary or mobile units, UVeye’s advanced deep learning algorithms were developed through training with millions of vehicles and allow UVeye to offer its first pass solution, UV Inspect. Built on a truly intimate understanding of what a wide range of vehicles are supposed to look like in various environmental conditions, UV Inspect can be used for vehicles that have not been previously scanned by a system. UVeye is the only under-vehicle inspection system (UVIS or UVSS) vendor to offer a verified first-pass solution that significantly increases security teams’ effectiveness. UV Compare, license plate or fingerprint ID recognition Another key feature from Helios is called UV Compare, which enables it to recognise previously scanned vehicles by their license plate or unique undercarriage fingerprint ID, and compare it to previous scans. Individuals who are granted access to the facility or protected area, whether they are employees, contractors or visitors, become part of this database. This feature can also help detect tiny objects such as paper bags, phones, miniature hard disks and other contraband. Securing confidential materials Due to their complex environment and sensitive information, energy sites are a target for technology and data theft scenarios. The physical protection of energy plants and associated facilities must include vehicle access point inspection to ensure these security systems’ effectiveness against defined risk factors by UVeye’s tailored security level, answering a wide range of security requirements. Given the industry’s unique work conditions and the varied types of vehicles accessing these facilities, Helios can withstand up to 40,000 pounds (20 tons) per axle, meaning that it will survive being driven over by even massive vehicles like trucks or SUVs. Durable with built-in thermal sensor Helios is also designed to respond to weather variation, such as daily changes in temperature Helios is also designed to respond to weather variation, such as daily changes in temperature, storms and weather hazards. It is fully operational at temperatures between 68°F and 104°F (20° and 40° Celsius) and is IP 68/54 compliant, meaning it offers full protection against sand, dust and rain. UVeye’s built-in thermal sensor can detect the body temperatures of the passengers in vehicles entering the site’s access roads, assuring the safety and security of everyone in and around the facility. Multi-layer access control security UVeye fully supports third-party integration and provides multiple layers of security for any facility. Integrations available and made in the past include: ALPR System Face Detection/Recognition Arm Barriers/Bollards VMS (Video Management System) Centralised data management system Centralised management system allows the client to access multiple systems and manage historical data Integrating to the centralised server provides the capability of connecting multiple systems or lanes across different sites, while also enabling central management and control via one screen. The centralised management system allows the client to access multiple systems and manage the other users and historical data. The undercarriage is one of the most critical parts of the vehicle to inspect and one of the most challenging areas to examine. Helios is the perfect solution to prevent any weapons or other illegal and dangerous items from entering energy facilities. Enhanced data security Integrating it with additional security and access control systems can provide a multi-layered approach to tighten the entry and exit points to any sensitive site while keeping personnel and data safe.
Utility, Inc., (Utility Associates, Inc.) announced the United States Patent and Trademark Office issuance of patent 10,812,755 for additional BodyWorn camera technology. Patent for BodyWorn cameras The patent covers mounting a BodyWorn camera in a holster that is embedded inside a body armour vest, duty shirt, winter coat or other garment with the camera lens fastened and aligned to provide a clear field of view through an opening in the garment. Embedding the camera within an article of clothing eliminates potential issues and concerns of the camera being pulled or falling off, which is a common limitation with body camera devices that are externally attached to law enforcement uniforms with clips or magnets. Patent covers automatic recording triggers The patent also includes claims for several capabilities incorporated into Utility, Inc.'s BodyWorn camera involving the automatic recording triggers, which are designed to ensure reliable video recording and reduce law enforcement distraction to increase safety for both the officer and the community. The automatic triggers in the patent claims include starting or stopping video recording anytime an officer: Enters into a GeoFence zone around the dispatched call for service location; Runs; Struggles with another person; Manually starts or stops video recording using an associated operational mode device, such as a wristband or duty belt-mounted controller; The BodyWorn camera receives data from an associated operational mode device, such as an in-car video system, gun holster sensor, or Video Integration Ecosystem (US Patent 10,560,668); or The officer goes to a horizontal orientation and does not respond to the BodyWorn camera's Officer Down alert prompts. Officer Down reporting and alerting The patent includes the technology of a near field communications sensor embedded in the BodyWorn holster The last capability, identified as Officer Down reporting and alerting, notifies central dispatch and nearby officers that a fellow officer is down and needs immediate assistance. Along with the instant notification, Utility's ecosystem provides turn-by-turn directions through the system to the Officer Down location. The patent also includes the technology of a near field communications sensor embedded in the BodyWorn holster that automatically associates the BodyWorn camera with the officer and the officer's in-car RocketIoT vehicle video management, GPS, vehicle diagnostics, 4G-LTE and WiFi communications server. This automatic association provides chain of custody relationship proof between the BodyWorn camera video and the officer who recorded the video. Automatic video technology "As we continue to innovate and add features to complement our existing technological advances, we appreciate knowing that our foundational technology is safeguarded," said Michael Nark, President and Chief Executive Officer (CEO) of Utility, Inc. Michael adds, "Our BodyWorn camera technology provides officer safety while solving several challenges facing law enforcement today, and our automatic video technology not only takes the burden off officers but also provides the community with peace of mind with features such as two-minute pre-event buffer and cloud upload." RocketIoT for in-car video support The company has a wide variety of solutions in addition to the BodyWorn camera. The Utility, Inc. ecosystem also includes the RocketIoT for in-car video and communications support, ALPR, AVaiLWeb cloud-based digital evidence management system and situational awareness software solutions for law enforcement, transportation agencies and utilities.
The opportunity for businesses to take full advantage of the meta-data captured by AI cameras has been significantly enhanced with the introduction of 3 new Wisenet NVRs. The feature-rich NVRs, which offer up to 400Mbps network camera recording, are able to read the AI metadata, enabling operators to quickly and accurately search video for objects and attributes associated to them. Introduced at the same time as the 64 channel XRN-6410B4 and sharing the same features, the Wisenet XRN-3210B4 has 32 channels, whilst the 64 channel XRN-6410DB4 NVR is also equipped with a dual switched-mode power supply (SMPS), to ensure continuity of recording for mission critical applications. The 3 NVRs are compatible with all Wisenet AI cameras which have licence-free Deep Learning AI video analytics onboard. Minimising false alarms Together, the NVRs and AI cameras offer a high degree of detection accuracy, whilst minimising false alarms The analytics simultaneously detects and classifies various object types, including people, vehicles, faces and licence plates, and is supported by Wisenet AI algorithms. Unique to Hanwha Techwin, these identify the attributes of objects or people, such as age group, gender or colour of the clothing a person is wearing. The attributes are saved as metadata on the NVRs alongside the images captured by the cameras, enabling users to quickly search for specific objects or incidents. The algorithms are even able to recognise if a person is wearing glasses or holding a bag. Together, the NVRs and AI cameras offer a high degree of detection accuracy, whilst minimising false alarms. As such, they provide control room operators and security personnel with a powerful tool to identify and respond quickly to any suspicious activity. Analyse business intelligence They also offer businesses, and in particular the retail sector, with the opportunity to capture and analyse business intelligence, which will enable them to review customer demographics, gain a greater understanding of customer behaviour and improve the customer experience. In this respect, because AI can handle extremely busy and dynamic scenes, it is much more suitable for retail environments than traditional video analytics. In addition to H.265, H.264 and MJPEG, the new NVRs support WiseStream II, a complementary compression technology, unique to Hanwha Techwin, which dynamically controls encoding, balancing quality and compression, according to movement in the image. When WiseStream II is combined with H.265 compression, bandwidth efficiency is improved by up to 75% compared to current H.264 technology. Valuable video evidence Automatic Recovery Back-up will facilitate the transfer and seamless storage of the images stored on the SD card Installation time is minimised with the ability for engineers to remotely connect to the NVRs via a smartphone or tablet without having to set up a complex network, by using P2P and unique QR product codes. In addition, the NVRs can be easily and quickly configured to match an end-user’s requirements via an updated Wisenet user interface, and with the help of a new installation Wizard. If communication between one of the NVRs and a Wisenet camera equipped with an SD card is disrupted, Automatic Recovery Back-up (ARB) will facilitate the transfer and seamless storage of the images stored on the SD card when the network connection is restored. This provides continuity of recording and negates the risk of what could be valuable video evidence being lost. Other key features include: 16 HHD bays enable up to 160 TB of data to be recorded and stored onboard in non-RAID mode. RAID-5 and 6 support (8 HDDs x 2 array) Improved Wisenet camera compatibility with support for 4K, 8K, thermal imaging, PTZ and multi-sensor models Dual HDMI display outputs Simultaneous playback on all channels New user-friendly graphical display which provides operators with a wide range of practical features, including ‘Instant’, timeline and event thumbnail preview Event push notifications to smartphones ONVIF Profile S conformant Video security solutions “Our AI cameras, supported by these new NVRs, are allowing us to offer future-proof video security solutions that deliver a level of functionality which would have been difficult to imagine just a few years ago,” said Uri Guterman, Head of Product & Marketing for Hanwha Techwin Europe. “They are a clear demonstration of Hanwha Techwin’s commitment to harness the power of AI technology and in doing so, enable our customers to achieve maximum value from their video surveillance systems.”
Leonardo and LACROIX have signed a strategic agreement that will see the partners working together to develop and integrate solutions in the naval countermeasures sector. The collaboration, which will look towards new technologies as well as new business opportunities, initially provides for the creation of the SYLENA Mk2/MJTE solution. This will see LACROIX's SYLENA MK2 DLS (Decoy Launching System) integrated with Leonardo's MJTE (Mobile Jammer Target Emulator) anti-torpedo countermeasures. Torpedo jamming solution The MJTE is Leonardo's latest-generation torpedo jamming solution. It can emulate the signature and acoustics of its host platform and emit a powerful jamming signal to create convincing false targets, allowing the targeted vessel to perform an effective evasive manoeuvre. Compared to other solutions on the market, the new MJTE packs a number of protective techniques into a low-cost unit and performs effectively in a short-range. The MJTE is part of Leonardo's new anti-torpedo suite, which includes the towed Black Snake sonar, the new OTO Decoy Launching System 20 (ODLS20) and the company’s software package which calculates optimum release timing for countermeasures and escape routes for the host vessel. Expanding accessible market Compact and lightweight form factor of the SYLENA MK2 makes it suitable to expand the potential user base for the MJTE The cooperation agreement between Leonardo and LACROIX will expand the accessible market for both the MJTE countermeasure and the SYLENA MK2 launch system. The compact and lightweight form factor of the SYLENA MK2 makes it suitable for small and medium-sized vessels, expanding the potential user base for the MJTE. Meanwhile, the cutting-edge new capabilities brought by the MJTE will improve the utility of the SYLENA MK2 system. Anti-submarine countermeasure solution Andrea Padella, Head of Defense Systems, Leonardo Electronics said, "This agreement reaffirms Leonardo's ability to interpret, respond to and often anticipate market needs.” “There is a clear synergy in this partnership with LACROIX as together we can offer a sophisticated anti-submarine countermeasure solution, even for platforms with limited space.” “These require compact and lightweight launch systems which can simultaneously deliver Anti-Air Warfare and Anti-Submarine capabilities." Commitment Leonardo is committed to securing and protecting people and communities around the world through its leadership in next-generation technologies. Collaboration within the industry, with government and between individuals to offer superior security capabilities is part of its 'Be Tomorrow - Leonardo 2030' strategic plan. Development of joint solutions The partnership proves the maturity of Leonardo solutions and the modularity and versatility of the range of systems François MOULINIER, COO of LACROIX Defense said, “Following the work, we have undertaken with Leonardo to integrate SYLENA within their Athena-C combat management system as part of ongoing contracts, this collaboration is a natural next step in the development of joint solutions.” “Leonardo is a major player in the European Industrial and Technological Defense Base (BITD) and this partnership proves the maturity of our solutions and the unmatched modularity and versatility of our range of systems.” Decoy Launching Systems (DLS) Following its customers’ requests, LACROIX has developed, since 2012, a range of new generation Decoy Launching Systems (DLS) to protect and significantly increase vessel survivability ratio, from patrol boats operating the SYLENA® Lightweight to destroyers operating the SYLENA® MK1 and MK2. Launchers SYLENA® launchers are capable of employing the latest generation of SEACLAD® ammunition, corner reflectors and IR decoys as well as ASW solutions with the SEALAT dedicated to the SYLENA® MK2. The SYLENA® MK2 DLS, which is the first in-service static anti-missile system in the world operating both corner reflectors (SEALEM) and anti-torpedo countermeasures, maximises vessel protection with a highly reliable system at a low operating cost. Limited acquisition The fact that the SYLENA® DLS static launcher fires only mortars without any pneumatic constraints and has a low footprint on deck along with a low recoil force allows for the limited acquisition and integration costs. Therefore, the system has already convinced numerous navies to either retrofit or fit out their vessels.
As the multi-billion-dollar market for artificial-intelligence-based video analytics continues to grow, so does the number of video analytics solution providers. In Q3 of 2018, Stockholm-based consulting company Memoori identified 128 active companies in the supply chain for AI video analytics [i]. This list is far from exhaustive, considering how analytics has been gaining interest and becoming mainstream in 2020, with users expecting more accurate alerts based on object detection instead of motion detection, hardware providers developing more powerful but compact chip sets for deployment, and more startup solution providers carving out their niche in the market. Given so many choices, the question arises as to how a system integrator can evaluate and select the best solution for his customer. Although the criteria vary for each vertical, there are some key metrics to consider across the field: Open platform Ease of use Robustness and reliable performance Versatility Good support and integration Low total cost of ownership 1. Open platform Open platform allows the user to have complete flexibility, avoid being locked into any particular manufacturer, and utilise the best-of-breed solution available in each category. Analytics has been gaining interest and becoming mainstream in 2020 In 2019, an IPVM survey shows that 51% of system integrators always prefer an open platform to an end-to-end solution (i.e., all components including camera, VMS, analytics, etc. provided by one manufacturer), and 24% select open platform or end-to-end depending on customer requirements [ii]. For analytics, as the users commonly have an existing infrastructure, investing in a technology overhaul would be too expensive. An open-platform analytics product, i.e., a camera-agnostic, VMS-agnostic, and computer-server-agnostic product, will add value to the existing infrastructure within a reasonable budget. Open platform also makes it easier and more cost-efficient to upgrade each component when necessary. 2. Ease of use One of the main reasons and goals of applying AI to security is to help the user automate the process of watching hours and hours of surveillance videos, extract useful information and send alerts when necessary. In other words, AI should make it easier for the user to operate the security system. Thus, a good AI video analytics solution must be easy to set up and connect to the existing infrastructure, easy to use on a daily basis, and easy to scale with the expansion of the business. Let us examine each point in more details: Easy to set up: a turn-key, plug-and-play solution helps save time and money. The system integrator can spend a couple of hours instead of days to help the customer set up. In both 2018 and 2020, the most common reason that integrators cited for choosing a solution is that “it just works” [iii][iv]. Easy to use: an intuitive, no-learning-curve user interface allows the customer to make the solution second-nature, maximize its utility and gets the highest return on investment. The best-case scenario is that everyone in the user’s organisation, e.g., every police officer in a city police department, can use the solution on a daily basis, not limited to a technical staff with rigorous training. Easy to scale: the solution must be designed to seamlessly scale in different ways: number of cameras (e.g., from a few to a few thousands); deployment locations (e.g., can we access data in our branch office in another city? how about another country?); types of device and deployment (e.g., body-worn cameras, in-vehicle, control center, cloud). 3. Robustness and reliable performance Traditional VMD (video motion detection) -based analytics have many limitations and false alarms, so AI-based analytics were developed, primarily to identify different objects in the videos with high accuracy. However, such accuracy must be achievable in different real-life environments. The best solution does not let low lighting, snow and rain, spider crawling in front of the cameras, etc., interfere with human intrusion detection or license plate recognition at night. In the case of temperature detection, users should be able to walk by the system at a normal pace without removing the mask to minimise disruption and maximise worker efficiency. A more robust solution means less time and resource spent on false alarms. 4. Versatility A versatile, feature-rich, multi-functionality video analytics is the most effective choice for system integrators in the long term. Not limited to only object detection, AI can be trained to recognise higher levels of details (e.g., faces, age, gender, license plates), track objects (including people and vehicles), and detect certain behaviours (e.g., loitering, theft). In other words, a more versatile analytics solution can recognise more types and behaviors of objects for more use cases. Most users have certain pain points today and are looking for only one or a few solutions. However, as the organisation grows, new situations and requirements may arise, which call for new detection functions in video analytics. The costs and complexity will add up quickly if each solution has only one function. A few examples: An LPR camera may be perfect for the need to record all license plates today, but if the police wants to find a black Toyota Prius with “A23” in the plate number, a solution that can detect the plate number, vehicle make and model will save much more time and effort. Intrusion detection based on the ability to distinguish human from other moving objects (e.g., animals) is only the first step. What if the user needs an alert for people that enter a construction zone without a hard hat and safety vest? The answer is an AI solution that can grow its repertoire. In the current pandemic, business must adopt temperature screening, distancing detection, occupancy detection, and mask detection; a solution that can provide all four analytics in one platform is clearly more useful than four individual solutions, not to mention whether the solution can be repurposed after the pandemic has been resolved. 5. Good support and good integration One of the main reasons that system integrators might select an end-to-end solution instead of an open-platform one is technical support: more responsiveness and less finger-pointing. In terms of responsiveness, good technical support is a part of the ease of use, where the system integrator and the user can rest assured that any question can be answer via email or a phone call to the manufacturer. A more robust solution means less time and resource spent on false alarms In terms of having a one-stop-shop solution to reduce finger-pointing, good support means the manufacturer can provide easy integration to 3rd-party systems, which includes API interface support. One example is access control. Video analytics is a great tool to enhance access security (e.g., face recognition to open doors for employees; LPR for parking management; weapon detection linked to automatic locked-down system), but only 24% of video surveillance systems today are integrated with access control [v]. Two of the main reasons: (1) integration is expensive, and (2) the systems are not compatible. Both hurdles can be overcome if the analytics solution bridges the gap between cameras and access control system via its API. 6. Low total cost of ownership These six criteria help both the system integrator and the end-user save time, money, and effort Cost is always a determining factor, especially in the SMB market [vi]. Customers’ expectations are high, and higher-resolution cameras are decreasing in price and increasing in numbers, which means more data to process than ever. A good analytic software solution is not only capable of many functions, its algorithms are efficient enough to fit more into the same server specs, and it does not require expensive cameras to have good accuracy, thereby increasing cost saving for the entire system. In summary, these six criteria help both the system integrator and the end-user save time, money, and effort and get the most out of video analytics in the long run. A high-performance, versatile, turnkey solution is already a reality with today’s technology, and it will only continue to improve, so there is no reason to settle for less. [i] Memoori, The Global Market for Intelligent Video Analytics 2018 to 2023, 2018 [ii] IPVM, Open vs. End-to-End System: Statistics 2019, November 11, 2019 [iii] John Honovich, IPVM, Favorite Video Analytic Manufacturers 2018, April 2, 2018 [iv] IPVM, Favorite Video Analytic Manufacturers 2020, February 25, 2020 [v] Brian Rhodes, IPVM, Access Control and Video Integration Statistics 2020, October 8, 2020. [vi] Brian Karas, IPVM, Low Cost, Low End Competitors Challenge SMB Surveillance Market, September 1, 2017
On November 2019 in Stockton, California, surveillance footage found that vandals shot out glass windows and doors in many places in a small business complex (FOX40). The intruders broke in only to leave with nothing, proving their intent was solely to vandalize the property. Meanwhile, it was reported that a trio of ATM thieves struck around 9 times across many different locations inside Brooklyn and Queens within just over a month in fall 2019 (ATM Marketplace). On average, the cost of vandalism to SMB is around $3,370 per incident (US Small Business Administration), including a staggering 692 vehicle vandalism claims per day. Likewise, the average cost of theft to SMB is about $300 per shoplifting incident and $1,500 per employee theft incident, which accounts for 38% and 34.5% of all theft instances, respectively (National Retail Security Survey). High-performance artificial intelligent systems can automate the monitoring tasks Vandalism and theft have proven time and time again to be inconvenient and deconstructively harmful towards SMB. However, these financial burdens can be prevented with the use of the right security system. AI-based security systems with Deep Learning contain many features that many SMB owners find advantageous in their pursuit to stop unwarranted and unwanted money loss. Intrusion and loitering detection The first of many features that can help with vandalism and theft prevention is Intrusion Detection. High-performance artificial intelligent systems can automate the monitoring tasks for high-risk sites to provide a high level of security and security personnel monitoring efficiency. Traditional intrusion detection systems detect objects based on size and location, but they do not recognise the type of objects. Now, Intrusion Detection (Perimeter Protection) systems with cutting-edge, built-in AI algorithms to recognise a plethora of different object types, can distinguish objects of interest, thus significantly decreases the false-positive intrusion rate. The more advanced AI-based systems, like those we offered at IronYun, enable the users to draw ROIs based on break-in points, areas of high-valuables, and any other preference to where alerts may be beneficial. Similarly, AI Loitering Detection can be used to receive alerts on suspicious activity outside any given store. The loitering time and region of interest are customisable in particular systems, which allows for a range of detection options. Advanced loitering detection software as such can detect and trigger real-time alerts for both people loitering and/or vehicles that are illegally parked in certain areas of interest. A benefit, which only certain advanced systems contain, is the ability to send trigger actions to 3rd-party systems in reaction to receiving an alert of loitering and/or intrusion detection. These trigger actions can be set to contact authorities immediately and/or trigger a scare tactic alarm or announcement to intruder/loiterer. Certain Face Recognition and License Plate Recognition software can record individual people/vehicles Face and license plate recognition In addition to the activity detection solutions, certain Face Recognition and License Plate Recognition software can record individual people/vehicles and use pre-configured lists to identify particular faces or plates that may be of interest, such as those in watchlists. These systems can also enable the users to upload images of faces not in the lists and search for them in the camera recording. For instance, if a person is detected several times loitering outside a store, one may save one of the detection photos into the watchlist, and set up an alert when said face is recognised again outside the building in the future. The alerts will help to deter and prevent vandalism or theft, and notify the authorities to the scene before the troublemaker completes the act. The main attributes of high-performance Face Recognition systems which maximise assistance with vandalism and theft management include: Face match rate > 90% with good camera angles and lighting. Processing multiple streams and multiple faces per image. Live face extraction and matching to databases of thousands of faces within 3 seconds. State-of-the-art AI security software with Deep Learning allows the user to no longer need to install special LPR camerasIf the watchlist individual is wearing a mask or their face is not in view of the camera, their license plate may be a good indicator. If a particular car is detected several times loitering in the parking lot or street outside a store, the user can set the alerts for such car to get notified in the future. With an AI solution like this, common street cameras should be equipped with LPR capabilities. So, state-of-the-art AI security software with Deep Learning allows the user to no longer need to install special LPR cameras. High-performance alert mechanisms A high-performance AI solution, in addition to having high accuracy, should be able to: Easily integrate with 3rd-party systems Work well with all ONVIF IP cameras including infrared and thermal ones (for Intrusion detection) Analyses video streams in real time and trigger alerts within a few seconds Send alerts to multiple VMSs, connect with signalling devices such as loud speakers or flashing lights Send email notifications to security staff and police departments Send notification on mobile device using AI NVR mobile app Maintains a record of all alerts to provide evidence of intrusion and loitering instances for police and insurance agencies. To assist in theft and vandalism prevention, AI-based security systems with deep learning will do all of the tedious work for you. Their low cost and high performance also make them the most accessible security solutions in the market with large return on investment. Stopping crimes is a difficult, ongoing challenge, but with the right AI software, business vendors and police departments can do so with more ease.
Video surveillance is commonly associated with security. But in most cases, it's used to record incidents and assist in investigations after the fact rather than prevent undesirable events. Artificial intelligence–powered video analytics is a highly promising trend that fundamentally changes the way things work. Extracting manageable data from a video stream can help recognise risky situations early on, minimising damage and, ideally, completely avoid emergencies. At the same time, AI significantly expands the areas of application of video surveillance beyond security systems. AI significantly expands the areas of application of video surveillance beyond security systems However, the hype around this new, trendy technology prevents the potential user from choosing quality solutions in a wide variety of products. This often leads to over-expectation, followed by a complete let-down. Can AI-powered video analytics really be the key to a technological breakthrough in video surveillance? We'll take a look at what the technology can do, what it can't, and where it can go from here. Technological breakthrough or just another bubble? It's often said that the video management software (VMS) market is becoming increasingly commoditised and widely available. A lot of products with similar features (or, at least, similar promises from the manufacturer) make it hard to choose. As a result, vendor names and reputations are turning into one of their primary selling points. Manufacturers have two choices available: get wrapped up in a price war and rely on cutting expenses, or offer a product that's truly innovative and revolutionary. Manufacturers have two choices available: get wrapped up in a price war, or offer a product that's truly innovative and revolutionary VMS developers who choose the second route are gravitating towards creating products that use artificial intelligence based on neural networks and deep learning. Emerging two or three years ago, the AI video analytics market is experiencing a boom in growth. This new tech wave has stirred the still, stagnant backwaters of the VMS world and gave small, ambitious developers something to be optimistic about. It seems they now have a chance to emerge as market leaders in the next few years. However, the hype around this popular trend is raising reasonable concerns among experienced security industry professionals. These concerns come from clients looking for a solution to their problems, and from suppliers building a long-term development strategy. This largely resembles another tech bubble, like the one built up around pre-AI video analytics and burst when it became clear that the promises around it were pure marketing hype. However, there are factors that indicate that AI-powered video surveillance systems aren't another bubble. The three factors The first — and the main one — comes from systems already in place on customers' sites. They fulfill the same promises made during the previous bubble by hotheads in a rush to teach the computer to analyse events in real time using a classical algorithmic approach. The second is the fact that this new technology has seen investment from not only software and cloud startups, but also established VMS developers. Even giants like Intel, which has presented a full line of neural network accelerator hardware and a set of software tools that streamlines working with them, specifically in the field of computer vision. This new technology has seen investment from not only software and cloud startups, but also established VMS developers The third factor lies in artificial intelligence's abilities. AI plays chess, drives cars, and works wonders in many other fields. Why shouldn't it be applied to video monitoring and analysis? What AI can do Just what can artificial intelligence do in video surveillance systems at this stage of development? It can't quite analyse a sequence of events and understand the "logic" of what's happening in the cameras' field of view. At least not yet. But it's probable that AI will learn to do this in the next few years. But neural network analytics can already detect, classify, and track objects very well, providing high accuracy even in busy scenes. Artificial intelligence can be used in the real world to: Detect smoke and flames for early fire warning at open areas (forest, open warehouse, parking lot, etc.) Distinguish people/vehicles from animals and other moving objects, e.g. to protect the perimeter of a nature park from poachers Distinguish a person in a helmet and protective clothing from a person without them to prevent accidents at a dangerous production facility or construction site Count objects of a specific type, e.g. cars in a parking lot, people in the sales floor, wares moving on a conveyor belt, etc. in non-security-related solutions Those are just a few examples. After training a neural network, it can tackle other, similar tasks, too. Generally, a neural network trained in specific conditions isn't replicable. In other words, it won't work as well under different conditions. On the other hand, developers have learned how to quickly train AI for the needs of a specific project. The most important requirement is having enough video footage. Somewhat apart from that is the use of neural networks in facial and automatic number-plate recognition. This is an example of reproducible neural networks (train once, deploy everywhere), which makes them more appealing commercially. If non-reproducible neural networks have only recently become economically feasible due to the rapid evolution of specialised hardware (aforementioned Intel's product, for example), then the use of AI in facial recognition and ANPR has been well established for a long time. The use of AI in facial recognition and ANPR has been well established for a long time Another kind of AI analytics that we'll explore is behaviour analytics. This function, probably more than any other, is bringing video surveillance systems closer to understanding what's happening on camera. Its potential is vast. How behaviour analytics works From a technical point of view, behaviour analytics combines artificial intelligence with a classic algorithmic approach. A neural network trained on a multitude of scenarios can determine the position of the bodies, heads, and limbs of humans in the camera's field of view. The algorithm outputs an array of data containing descriptions of their poses. Conditions can be set for data to detect a specific pose, such as raised hands, prostrated or crouching persons. Developers can use this to quickly create new detection tools to identify potentially dangerous behavior specified by a government or business client. There's no need for additional training of the neural network. How behaviour analytics can be deployed Someone crouched down next to an ATM could be a technician, CIT guard, or burglar. Bank security should be notified in any of the cases. A person in shooter position, together with a bank employee or cashier with their hands raised could indicate a robbery. The system can be configured to automatically send alerts with a surveillance snapshot to the police so they can assess the threat and take action if needed. It's vital that the police receive the alert, even if the employee is unable to activate the alarm. In many cases, attention should be directed to a prostrate individual. This could be somebody who needs immediate help, or it could be someone sleeping in an inappropriate public place, for example, a 24/7 ATM space. Behavioural analytics can also be used to ensure workplace safety. For example, tracking whether employees are holding the handrails when using the stairs at a manufacturing facility or a construction site. What now? Behaviour analytics can be deployed wherever your clients' imagination takes them. With this feature, practically any pose that indicates potentially dangerous behaviour can be detected. Timely response to an alarm helps avoid material damages or, in other situations, casualties. Practically any pose that indicates potentially dangerous behaviour can be detected An area of potential development for behaviour analytics is the ability to analyse a sequence of poses by the same person or a combination of poses and relative positions of several individuals. That will be the next level of evolution in AI's use in video surveillance: moving from "detecting" to "understanding" behaviour in real time. In its most basic form, this type of analytics can be deployed to detect deviations from the search procedure in correctional facilities when a person being inspected must assume a pre-defined sequence of poses. A more advanced form allows it to detect any kind of abnormal behaviour, such as a brawl breaking out in a public space. Ideally, behaviour analytics can predict dangerous situations based on nearly imperceptible cues gleaned from collected statistics and a Big Data analysis. At the moment, this sounds like pure fantasy, but what seemed like whimsy not too long ago is now a reality with AI. It's already beaten humans in chess and the game of Go (Weiqi). Will artificial intelligence be able to outplay humans at charades one day? It's entirely possible that we'll soon see for ourselves.
Security’s intersection with consumer electronics is on view at CES 2020, the world’s largest technology event, Jan. 7-10 in Las Vegas. The giant show features more than 170,000 attendees, 4,500 exhibitors and 1,100 industry thought-leaders featured on the CES stage. A range of technologies will be on display, from artificial intelligence (AI) to 5G, vehicle technology to AR/VR (augmented and virtual reality), robotics to home automation. Security plays a prominent role, too.The impact of this event for the smart home could be about delivering home analytics and enhancing privacy" Smart home market on the forefront The smart home market is a major focus. “For the smart home market at CES this year, we expect to see numerous announcements regarding home awareness,” says Blake Kozak, Senior Principal Analyst at IHS Markit. “This will include brands offering up additional analytics for consumer security cameras with a focus on edge-based solutions.” “The impact of this [event] for the smart home could be about delivering home analytics and enhancing privacy through cloudless architectures and new electronic door lock approaches,” he adds. An example of cloud analytics is the Resideo Home app, introduced in December, which will make whole-home monitoring possible for four critical networks of the home – water, air, energy and security. Resideo promises a “simplified and integrated smart home experience.” Video is also prominent at the show. “For cameras, we can expect to see more cameras focused on the outdoor space and possibly new form factors for video doorbells,” says Kozak. Familiar security industry brands exhibiting at CES 2020 include ADT, Ring, August Home and Yale (both part of ASSA ABLOY), Bosch and Alarm.com. Focus on Cybersecurity In 2020, companies will continue to focus on solutions for protecting consumer data" Cybersecurity is an aspect of many of the devices on display at CES. “Device security and data privacy play a key role in the adoption of connected devices,” says Elizabeth Parks, President, Parks Associates. “Consumer security concerns for smart home products will continue to be a barrier to adoption in the U.S. and Europe, and these concerns can actually intensify with device adoption-71% of U.S. smart home households are concerned about cybersecurity. In 2020, companies will continue to focus on solutions for protecting consumer data. One big area of interest is protection on the network router, providing whole home solutions, which are very appealing to consumers.” “At CES we will see the traditional players introducing new DIY (do-it-yourself) products, as well as new players announcing new product features, services, and partnerships,” Parks adds. Smart access control Smart locks will be among the security products at CES 2020. For example, PassiveBolt, a lock company, will show the Shepherd Lock, a touch-enabled smart lock with enhanced security through sensors and AI. The add-on lock converts existing locksets into touch-activated devices. Another lock manufacturer is Kwikset, whose door locks and door hardware include Wi-Fi-enabled smart locks, Bluetooth-enabled smart locks, keyless and keyway-less locks and connected home technology. Video doorbells, including industry-innovator Ring, have been a hit in the consumer market. At CES, Ring will expand the mission to make neighbourhoods safer by creating a “Ring of Security” around homes and communities with a suite of home security products and services. The “Neighbors by Ring” app enables affordable, complete, proactive home and neighbourhood security. Homeguard offers a range of affordable CCTV solutions for home and small business DIY CCTV demonstrations DIY security systems are another market. Homeguard is a leading DIY consumer brand offering a range of affordable CCTV solutions for home and small business, including wired and wireless CCTV kits, smart cameras, home alarm systems and wire-free HD CCTV kits. Swann Communications is also at the forefront of surveillance and monitoring with new products developments including wire-free HD cameras and doorbells, professional CCTV video surveillance systems, and 1080p full HD systems with “True Detect” heat and motion sensing. AVTECH, and subsidiary YesGo Tech, will demonstrate a compact Wi-Fi home security set, a series of special cameras with face recognition, thermal detection and license plate recognition, customised central management software and a university ID tag that is compatible with access control, OEM and ODM opportunities. Security and automation solutions D-Link’s home networking, security and automation solutions will help consumers connect, view, share, entertain, work and play. SECO-LARM, manufacturer of a Room Occupancy Monitor that shows whether a room is in use, has a line of keypads and proximity readers with built-in Bluetooth for convenient access. Another smart home security solutions provider, Climax Technology, integrates wireless security, home automation, energy management, home emergency monitoring and live visual monitoring. Personal safety mobile application Manufacturers are positioning outdoor cameras as deterrents to theft before a burglary happens" WaryMe designs and develops a personal safety mobile application to improve a user’s security in public places, schools, transports and companies by addressing major risks such as terrorism attacks, intrusion, fire and even industrial accidents. An all-in-one mobile application integrates alerting, crisis management and mass notification features. “Market players are looking to expand beyond established smart home devices like smart thermostats and networked cameras to products like smart water leak detectors, smart pet feeders, and smart air purifiers,” says Elizabeth Parks. “Manufacturers are positioning outdoor cameras as deterrents to theft before a burglary happens. This trend is part of a broader security marketing effort to extend the perimeter of home security beyond traditional home access points.” “Familiarity with smart home devices lags behind familiarity with smart entertainment products; it even lags that of smart speakers, which are quite new in the market,” adds Parks. “In 2020, we will see players working to advance the visibility and marketing around device integration, and specifically focus on use case scenarios around safety, security, and convenience, which have always been the primary drivers of adoption of these types of products.”
Artificial intelligence (AI) is expanding the capabilities of license plate readers and vehicle identification systems. Within a smart/safe city scenario, automatic license plate reader solutions are used to help analyse real-time video streams for site surveillance, inspection and public safety, and to offer actional information through a network of connected camera systems. Outside of law enforcement, this can include other public safety initiatives such as traffic tolls, car counting, and parking security. Vehicle recognition systems Rekor Systems is a provider of vehicle recognition systems in more than 60 countries Using AI to enable video cameras, Rekor Systems is a provider of vehicle recognition systems in more than 60 countries. Applications include security and surveillance, public safety, electronic toll collection, brand loyalty, parking operations, banking and insurance, logistics, and traffic management. AI allows Rekor’s products to recognise and read license plates, while also providing information about each vehicle, including colour, make, year, and model. Rekor’s products are powered by OpenALPR software, an AI-based solution that enables any IP (internet protocol) surveillance camera to scan license plates and provide vehicle data including tag number, make, model, and colour in real time with 99% accuracy, according to the company. Rekor’s products are powered by OpenALPR software Integrated solutions “Rekor's software started as an open source project, and we have done our best to keep the commercial software as open as possible,” says Rod Hillman, Chief Operating Officer, Rekor Systems. “One of the challenges we see with others in our space is a tendency to ‘close off’ and ‘silo’ their solutions. Our goal is to make it as simple as possible to deploy, integrate, and ultimately use.” Rekor has numerous application programming interfaces (APIs) and ways the solution can be integrated into partners' solutions with a software development kit (SDK). Rekor solutions can be purchased directly or through a worldwide partner network of integrators, wholesalers, and within integrated solutions such as Nokia's smart city platform. Electronic toll collection Rekor’s solutions have viable applications within multiple markets While many systems are hardware-based, Rekor’s software-as-a-solution offering can turn an IP camera into an automatic license plate reader. Rekor’s solutions have viable applications within multiple markets, including law enforcement, security and surveillance, electronic toll collection, parking operations, banking and insurance, logistics, traffic management, and customer experience. “Rekor offers a cost-effective alternative to traditional LPR systems with a much higher accuracy rate at 99% allowing more cameras to be present and active at any given time,” says Hillman. “Traditional LPRs need someone to go through hours of footage to find what they are looking for while Rekor’s technology will send alerts in real time, resulting in much quicker response times.” Move Over Camera mounts onto roadside worker’s vehicles to capture ‘Move Over’ violations Two-part authentication Rekor’s products include: NUMERUS, a cloud-based solution for high-volume vehicle recognition, designed to reduce costs and increase efficiencies for the electronic toll collecting industry. Two-part authentication instantly identifies the vehicle’s make, model, colour and body type along with the license plate read. Machine-learning-enabled software recognises license plates from all 50 U.S. states, in addition to plates from more than 70 countries on six continents. Edge, an all-in-one camera and vehicle recognition system that instantly reads vehicle license plates, along with the vehicle’s make, model, colour and body type. Move Over Camera, which mounts onto roadside worker’s vehicles (police, tow truck, etc.) to capture ‘Move Over’ violations. ‘Move Over’ laws state that vehicles must move over one lane and/or slow down if they cannot move over to avoid incident while roadside workers are in the shoulder lane. The camera can detect what lane vehicles are in and how fast they are moving. Violators are flagged in the system for law enforcement’s review.
The basic need for public safety is one of the biggest forces driving the adoption of smart city solutions: approaches that seek to solve urban challenges through technological means. The thinking behind these initiatives is that with enough internet connectivity and real-time data, surely environmental, social, economic, and public health issues should become more manageable. However, just adding more technology is not the whole answer. Although technology is necessary for an urban area to transition in to a safe and smart city, technology alone isn’t sufficient. Truly smart cities are savvy cities and that includes how they employ software, sensing, communications and other technologies to meet their needs. Cities need solutions that help find what you need and convert the ‘too much information’ into ‘actionable intelligence’ Some of those initiatives, however, like red light cameras or computerised flight passenger screening systems, have amounted to little more than ‘security theater’, which might waste limited resources and further delay the smart city transition due to over-hyped solutions and unrealistic projected return on investment. In other words, technology doesn’t necessarily result in more safety. But does this mean we are also more likely to quickly find what we need? Cities need solutions that help find what you need (e.g. a missing child or a suspect) and convert the ‘too much information’ into ‘actionable intelligence’. Data capture form to appear here! Better connectivity promotes safety There is a growing shift towards younger generations wanting to live in the city where they have access to public transportation, restaurants and entertainment. They also expect to live in a safer environment, and this is where the smart city approach comes into play with the introduction of WiFi in parks and public spaces, along with surveillance systems. These two solutions and services can now sit on the same network, thanks to better connectivity options and interference free solutions, such as mmWave wireless radios. Younger generations expect to live in a safer environment, and this is where the smart city approach comes into play with the introduction of WiFi in parks and public spaces, along with surveillance systems For example, Siklu Inc., a provider of mmWave wireless solutions, announces Smart City deployments based on Siklu’s broad E-band and V-band product portfolio previously reached, and now have likely surpassed, a milestone of 100 cities installed. Smart Cities, which were initially defined as municipalities connecting low data rate sensors for water, gas and more, have been evolving to demand high-capacity connectivity at gigabit-per-second speed. This high-bandwidth network infrastructure is needed to support new applications such as video security, public Wi-Fi backhaul, and private city network deployments. Linking AI and smart cities Dubai is an example of how artificial intelligence and smart city projects have become intrinsically linked. Under the leadership of His Highness Sheikh Mohammed bin Rashid al Maktoum, authorities in Dubai have set out to “make Dubai the happiest city on Earth” by adopting cutting-edge smart city initiatives. Dubai Police has launched a range of public safety initiatives including Smart Police iOS apps, traffic accident and location systems, and SOS apps for wearable devices. Dubai Police shows how artificial intelligence can power new Robocop prototypes – unarmed, life-sized patrolling robots carrying facial recognition software and automatic license plate recognition (ALPR). Authorities in Dubai have set out to “make Dubai the happiest city on Earth” by adopting cutting-edge smart city initiatives NVIDIA’s Metropolis™ intelligent video analytics platform is paving the way for the creation of AI cities. Metropolis Deep Learning makes cities safer and smarter by applying deep learning to video streams for applications such as public safety, traffic management and resource optimisation. More than 50 NVIDIA AI city partner companies are already providing products and applications that use deep learning on GPUs. “Deep learning is enabling powerful intelligent video analytics that turn anonymised video into real-time valuable insights, enhancing safety and improving lives,” said Deepu Talla, vice president and general manager of the Tegra business at NVIDIA. “The NVIDIA Metropolis platform enables customers to put AI behind every video stream to create smarter cities.” Smarter access control in cities Advanced software suites can provide access to all operations performed by users A smart city is one that uses information and communication technologies to increase operational efficiency, share information with the public and improve both the quality of government services and resident welfare. Smart access control is an important step forward in providing technologically advanced security management and access solutions to support the ambitions of smart cities and their respectively smart industries. With high volumes of people entering and exiting different areas of the city, it is important to be able to trace who has been where, when and for how long. Advanced software suites can provide access to all operations performed by users, including a complete audit trail. This information is often used by business owners or managers for audits, improvements or compliance. Read parts two and three of our Smart Cities miniseries.
Since the beginning of the Corona pandemic, MOBOTIX thermal cameras have been increasingly used in the healthcare sector, as well as airports, train stations, public authorities, and companies, to detect temperature anomalies in people without contact and thus contain the spread of the virus. However, this aspect is only one area for which MOBOTIX technology is currently providing special services. The MOBOTIX 7 Platform, with its intelligent and cyber secure camera systems M73 and S74, predestined MOBOTIX video technology even before the pandemic to ensure comprehensive, digital support in healthcare clinics and the care of the elderly and disabled. The reliable, high-quality video systems made in Germany reduce hospital and nursing staff's workload, provide digital care for patients and residents, and optimise care and workflow processes. Parking lot management Basic safety and pandemic protection in healthcare Also, during the pandemic, a special duty of care applies to employees, patients, and residents as a risk or high-risk group. MOBOTIX video technology is used in numerous clinics, retirement, and care facilities worldwide to ensure that patients, residents, and employees have a carefree stay and can work safely. Dangers and sources of risk are detected, and the intelligent systems warn, report, or directly initiate assistance and rescue measures. With the MOBOTIX 7 platform and the versatile apps, MOBOTIX offers exceptional application possibilities This allows staff to concentrate on their work, while hospital patients and nursing home residents can recover more quickly and get the rest they need. MOBOTIX video technology is also used for early fire detection and access control, mainly to protect sensitive areas such as sterile rooms, operating theatres, or medication depots. MOBOTIX also offers the right solutions for intrusion and theft protection, securing outdoor spaces, or access monitoring and parking lot management. With the MOBOTIX 7 platform and the versatile apps, MOBOTIX offers exceptional application possibilities: Temperature-sensitive people are detected as soon as they enter the facility and can be immediately sent for further examination. Crowding is avoided, and social distancing can be supported. MOBOTIX video systems detect when no mask is being worn and trigger an alarm or an information announcement. Cyber security and data protection Cyber security and data protection "Made in Germany” Particularly in the healthcare sector, cyber security and data protection must be given the highest priority. After all, it is a matter of protecting lives. But it is also about sensitive, personal data that must not fall into the wrong hands under any circumstances. MOBOTIX video systems consist of high-quality components. Developed, produced, and comprehensively tested at the company's German headquarters in Langmeil/Rhineland-Palatinate, the company creates products and solutions that are impressive not only because of their outstanding image quality - even in the most challenging lighting conditions. One hundred percent DSGV-compliant, the decentralised MOBOTIX systems stand for the highest possible cyber security and comprehensive data protection. Unauthorised persons cannot read the stored data. Intelligent video technology Relieving the workload of hospital and nursing staff with "digital care” Using intelligent video technology from MOBOTIX can significantly reduce the hospital and nursing staff's workload Hospital and nursing staff often work at the breaking point. Using intelligent video technology from MOBOTIX can significantly reduce the hospital and nursing staff's workload. For example, adequate video support can be used to carry out control rounds digitally. On the one hand, this creates free space that can be used for personal care and nursing, while on the other hand, emergencies are reported directly at the time they occur - and thus, the staff does not lose critical time. Effective signaling and calling systems targeted alarm differentiation, and the avoidance of false alarms keep staff motivation high and reduce alarm fatigue. Incorporating audio systems Digital and discreet care for patients and those in need of care MOBOTIX provides discreet video support for round-the-clock security without anyone feeling they are being watched. The video surveillance systems in healthcare facilities are discreetly and unobtrusively installed; they also detect and alert only when defined events occur to keep recordings to a minimum. At the same time, patients and residents can be sure that help will arrive quickly in an emergency. Even at night, helpless individuals are detected immediately, ensuring their safety and preserving their independence. By incorporating audio systems, MOBOTIX video solutions for healthcare also enable patients to be addressed and communicated directly with. Licence plate recognition Optimise hospital and care processes Smooth organisation of routines helps hospitals and retirement and care facilities be efficient and profitable Smooth organisation of important routines helps hospitals and retirement and care facilities be efficient and profitable. Numerous processes can be automated and optimised with MOBOTIX video technology, from the facility's journey to check-out. For example, professional parking management with licence plate recognition can ensure that only authorised vehicles can access specified areas. In this way, ambulance access routes can be kept free, or parking fees can be billed in a straightforward, fast, and accurate manner. Queues in registration or examination areas can be avoided, and smooth administration and medical and care areas can be enabled. University hospitals or teaching institutions can use high-resolution camera systems, e.g., in operating theaters, to fulfill their teaching and training mission without disruptions. Customers can develop further apps that enable completely individual solutions themselves or have them created by MOBOTIX and its technology partners and certified concerning cyber security. Advanced video technology Comprehensive solutions with the best return on investment Healthcare is a market that is extremely important to MOBOTIX. The high level of solution expertise digitises processes and work steps in everyday hospital and home life, using intelligent and future-proof video technology. Thus, simplifying work and making it safer also relieves the healthcare budgets' pressure and increases profitability (ROI).
A frequent target for terrorism, airports faces considerable challenges in securing the flow of traffic. Concerns over security can ground flights, grinding operations to a halt. Whether one needs to inspect all vehicles entering the airport grounds or just those entering higher-security areas like the apron and the container space, there is no room for long waits during inspections. Passengers are counting on their flights leaving on time, and security delays could lead to flight delays. However, one can’t afford to compromise the security standards either. Propane gas cylinders While security is usually heavy in the terminal buildings themselves, in some international and local airports, there are not enough measures in place in the external road and parking areas leading to the departure and arrival zones. The attack resulted in ‘only’ five people injured and heavy damage to the terminal building For example, on June 30, 2007, a Jeep Cherokee laden with propane gas cylinders and gasoline cans was driven at a high speed into the doors of the Glasgow Airport departure area on one of the busiest days of the year. The attack resulted in ‘only’ five people injured and heavy damage to the terminal building. Incidents like this one really emphasised the need for an automatic and efficient method for inspecting vehicles entering the different areas in and around the airport. Heavy traffic control The airport apron, flight line or ramp is the area of an airport where aircraft are parked, unloaded or loaded, refilled, or boarded. In most airports, the security regulations in this area are heavy, and only authorised, trained personnel are allowed to drive in and out while withholding heavy traffic control rules. One can only imagine the danger of terrorists or other hostile people entering in an authorised vehicle. There needs to be a method to make sure these types of people cannot use fake licence plates if the recurring vehicle list does get into the wrong hands. While clearly the number of civilian passengers who use airports has risen dramatically as time has gone by, the risks associated with airports and airline travel have also increased. Identifying vehicle passengers The device is available in both a mobile and a stationary, fixed version and works in extreme conditions The threat of bombs or cargo-related explosives is significant, but security measures have not necessarily risen at the same rate as threats and number of flights and passengers. The financial and physical risks of illicit and dangerous materials entering sensitive areas in and around an airport are clear, and a new generation of screening is required to tackle these challenges. UVeye scans, analyses, and records all passing vehicles, ensuring security while also keeping flights on schedule. Helios by UVeye is the perfect option to protect both the access roads and parking facilities around the airport and important areas like the apron. Helios improves security while keeping security personnel safe. The device is available in both a mobile and a stationary, fixed version and works in extreme conditions. Their technology can even identify vehicle passengers with high body temperatures to help prevent the spread of COVID-19. High-resolution cameras Helios UVIS uses machine learning and artificial intelligence to inspect the undercarriage of any vehicle that drives over its multiple high-resolution cameras. It alerts security personnel about any irregularities or foreign objects hidden in the undercarriage, whether its weapons intended to be used in a terrorist attack, improvised explosive devices, or illegal cargo to be loaded onto a plane in the apron of the airport. Inspecting the undercarriages of vehicles is very difficult for security personnel and is sometimes neglected due to the number of vehicles entering an airport. Before Helios, there was never an effective solution for under-vehicle inspection, and even if security officers inspected the undercarriage, they probably didn’t know what to look for. Reducing inspection times UVeye is here to solve this problem by providing drive-through solutions in selected access points UVeye has built its products as drive-through solutions that reduce inspection times to as little as a few seconds, supporting a quick flow of vehicles entering or leaving the premises. With Helios, the security guard can inspect the vehicle from a safe distance by simply looking at the high-resolution images on a tablet or computer screen, checking for anything suspicious or unusual in the undercarriage, automatically marked by the system. Many airports do not have enough staff or the capacity to inspect every vehicle entering or leaving secure areas. UVeye is here to solve this problem by providing drive-through solutions in selected access points, alerting security personnel of any irregularities or potential threats attached to a vehicle. Helios is the only product on the market able to detect issues in the undercarriage of a vehicle passing through the system for the first time. Fingerprint ID feature The apron of the airport is the most sensitive area of the facility, and with UVeye’s technology and unique fingerprint ID feature, every vehicle entering or exiting the apron will be marked using artificial intelligence and receive a unique ID that will be saved in the database. This way, security personnel will not need to rely on licence plates alone when inspecting vehicles on the authorised vehicle list. If someone attempts to enter using a fraudulent licence plate, the system will recognise that it is not the same vehicle, and the attempted trespassers will be stopped in their tracks. Helios can withstand up to 20 tons per axle, meaning that it will survive being run over by even massive vehicles like trucks and buses. It is fully operational at temperatures between -20 and 40 degrees Celsius and is IP 68/54 compliant, meaning it offers full protection against sand, dust, or rain. Airport access roads UVeye’s thermal sensor can also detect the body temperatures of vehicle passengers entering the external airport access roads, which can help identify visitors with potential fevers, improving the safety of everyone in and around the airport. Airports around the world can enhance their security efforts with automatic vehicle inspection systems Integrating to the centralised server provides the capability of connecting multiple systems or lanes across different sites while enabling central management and control via one screen. The centralised management system enables the client to access the different systems deployed and manage the different users and historical data. Airports around the world can enhance their security efforts with automatic vehicle inspection systems, providing an extended layer of safety in and around the airport. Access control systems Uveye took into consideration heavy traffic entering the access and parking areas of an airport when it built its drive-through scanner, Helios, which can quickly find any threat attached to or hidden in the undercarriage without slowing down vehicle traffic. Helios is the perfect solution to prevent any weapons, bombs, drugs, or other illegal or dangerous items from entering the apron of the airport and potentially accessing the airplanes about to take flight. Integrating Helios with other security and access control systems can provide a multi-layer approach that will tighten the entry and exit points to any sensitive site while keeping personnel and data safe. UVeye is ideal for airports and also can be implemented at border crossings, seaports, military bases, embassies, data centres, and other secure perimeters.
In 2017 alone, 71 prison staff were found to be smuggling contraband into detention facilities in the UK alone. This is a known issue for security officers in prisons around the world, and that is why a major prison in Australia approached UVeye in 2019 about installing intelligent vehicle scanning devices. During 2019 In England and Wales drugs were found 13,119 times in prisons, more than 35 incidents per day, on average. The number of incidents has tripled since 2014, after years of relative stability, with some smugglers taking advantage of new technology, such as drones, to deliver contraband. Self-made devices The value of the UK prison drug market is an estimated £100 million, according to the Prison Officers Association. Drugs aren’t the only issue; weapons are also being smuggled into prisons at increasing rates. Instruments like wrenches and other self-made devices, usually attached to the undercarriage of vehicles coming in and out of the prison, can violate the rules and cause disruptions. Drugs aren’t the only issue; weapons are also being smuggled into prisons at increasing rates This Australian prison has over 100 regular employees coming in and out. Some of their vehicles have been used to deliver messages to the outside world from gang members who are in detention. Whether the prison staff or bus drivers themselves were paid to smuggle materials and objects in or out of the prison, or a criminal from the outside attached phones or drugs to their undercarriage while their vehicle was parked, this was clearly a matter of concern. Access control systems In other prisons which don’t have an automatic system, there are usually manual inspections conducted by a guard holding a mirror to check the undercarriages of vehicles coming in or out. It is clear in the industry that an efficient technological solution is needed. UVeye facilitates the following things: Securing vehicle access control points Full integration to barriers, bollards and access control systems Tightly securing sensitive areas like the apron of the prison Automatic detection of illicit materials under the vehicle on the first pass Driver and passenger fever detection capabilities SUV delivery vehicles Since most vehicles entering and leaving the prison come in and out regularly, there needs to be a quick and easy experience to compare the vehicles and look for attachments or modifications. The system also needs to be versatile enough to detect anomalies in the undercarriages of a wide variety of vehicle types, from private vehicles to SUV delivery vehicles and armoured trucks and buses. Understanding that the quality of inspection and streamlining the entry and exit process is a top priority, the security chiefs of the prison contacted UVeye. They asked for an automatic solution that can compare every vehicle entering or leaving the prison, and that is able to detect any modifications, smuggled devices or illegal weapons entering the facility. High-resolution cameras Helios UVSS by UVeye is setting the global standard for under-vehicle inspection Helios UVSS by UVeye is setting the global standard for under-vehicle inspection. Equipped with five high-resolution cameras, the system can be installed at the access lane of the prison and automatically detect any illicit materials entering or leaving the prison walls. Offering both single- and multi-lane stationary as well as mobile units, Helios has a feature called UVcompare that enables it to recognise vehicles by their licence plate or unique undercarriage fingerprint ID and compare the vehicle to a previous scan. This feature can assist in detecting tiny objects such as letters, paper bags, phones and other contraband. Advanced deep learning algorithms that were developed through training with millions of vehicles allow UVeye to offer its first pass solution, UV Inspect. Providing maximum security Built on a truly intimate understanding of what a wide range of vehicles are supposed to look like in a variety of environmental conditions, UV Inspect can be used for vehicles that have not been previously scanned by a system. UVeye is the only under-vehicle inspection system (UVIS or UVSS) vendor to offer a first verified, first pass solution that greatly increases the effectiveness of security teams. The UVeye team sent its representatives from Singapore for several site visits and worked closely with the construction integrator to provide maximum security and screening for all vehicles coming in and out of the prison. Classifications for items such as tiny paper notes, which in other cases might be considered false positives, were calibrated to be exposed by the system within several seconds, and the security guards will be alerted. Improving staff satisfaction The local staff was trained within several weeks of the installation, and objects like wrenches and boxes were picked up immediately during the early implementation of the system. The queuing time for vehicles entering or leaving the facility is reduced by over 70% As a pass-through system that scans vehicles as they drive over the device at up to 30km/h, the prison’s security team is now able to keep traffic flowing without compromising the quality of its inspections. The speed of inspection with a UVeye undercarriage system is reduced dramatically compared to manual inspection by a guard and keeps the prison staff safe. The queuing time for vehicles entering or leaving the facility is reduced by over 70% these cases improving staff satisfaction. Automated UVSS technology UVeye has simplified the documentation of inspections for the leadership, providing centralised, detailed reports of every vehicle, with the ability to compare past scans, which is often used for different purposes. If there is a case of corruption within staff, the accountability is immediate. Adopting UVeye’s automated UVSS technology has given the prison’s security team a quick and efficient method to monitor all vehicles entering or leaving the facility. In a world where a detention facility’s security is constantly tested, it is important to automate and rely on objective systems that can help prevent smuggled items from reaching the wrong people.
With traffic levels constantly rising, cities around the world are looking for ways to manage the sheer number of traffic on their roads. The city of Chorzow in southern Poland wanted to go a step further and provide information to streamline their public transport on the roads, as well as regular vehicles. They approached Sprint, a systems integrator in Poland, who delivered an intelligent traffic management solution using Hikvision technology. City municipal Board of Streets and Bridges in Chorzów (MZUiM – Miejski Zarząd Ulic i Mostów) an organisational unit of the city is responsible for the management of public roads in Chorzów. Offering image stabilisation The Road Engineering Department within MZUiM is responsible for the city’s Traffic Management System. The department had extensive requirements for this complex system to truly meet its needs. Firstly, they needed to be able to recognise number plates efficiently, even at high speeds of up to 250 km/h. Further the system needed to be able to classify the vehicles. The Road Engineering Department within MZUiM is responsible for the city’s Traffic Management System Secondly, the cameras used needed to have a high image quality and also to have some aesthetic quality, as they would be mounted all over the city, sometimes in prominent places. The ability of the cameras to maintain a high image quality in low light conditions, and to offer image stabilisation were also important for this project. Traffic management system The system needed to effectively monitor traffic on major roads and intersections throughout the city. It would be used for a variety of activities – from verifying accidents to tracking truck routes. A high priority for the solution was to create a traffic management system in the city, taking into account relevant data submitted to the Traffic Control Centre. With this, the MZUiM could optimise signalling work and create priority for public transport vehicles. Chorzów’s Traffic Management System using Hikvision ANPR intelligent cameras other supporting CCTV was installed by Sprint in 2019. The system used the DarkFighter Network Speed Dome PTZ camera (DS-2DF6A236X-AEL) in key areas. This camera has high sensitivity in low light levels, image stabilisation and rapid focus, making it ideal for the position. Client-server system platform They also used 4-Directional Multi-sensor Network PanoVu cameras (DS-2CD6D24FWD) at key intersections They also used 4-Directional Multi-sensor Network PanoVu cameras (DS-2CD6D24FWD) at key intersections, to capture all the access roads to the intersection. These also come with lower infrastructure costs, since they combine four cameras into one. They also look pretty good! Footage from the cameras was recorded using 5 4K NVRs (DS-9632NI-I16) and it was all brought together using the HikCentral client-server system platform. But perhaps the real hero in the system was the ANPR technology. ANPR data from the ANPR Checkpoint Capture Unit (iDS-TCV300) provided key data to meet the project’s needs. This included recognition of registration numbers up to a speed of 250 km/h, recognition of overloaded vehicles, and vehicle classification. The system was also designed to integrate the information transmitted from induction loops embedded in the roads, which register a vehicle as it drives over them. Intelligent management software Łukasz Cysewski, Project Manager at Sprint, says: “Hikvision’s solutions in the field of intelligent ANPR cameras and CCTV best corresponded to the project requirements. Specifically, we were impressed with the scope of implemented functions and effectiveness of the ANPR cameras, image quality and overall management of the CCTV system. Hikvision also offered a high level of support to integrate the smart cameras with our intelligent management software.” The system gave Chorzów the ability to monitor their traffic in one place. This brought a raft of benefits, like automatic detection of road offenses, and allowing the department to prioritise public transport for a quicker journey. It also allowed Police to track suspicious vehicles, with integration into their Smart City platform.
In the fast-growing legalised cannabis industry, extensive security measures are a necessity. VIVOTEK, the pioneering IP surveillance provider has collaborated with Existo, a collective of cannabis industry professionals, to establish an IP surveillance solution for a cannabis cultivation facility in Northern Michigan, the United States. The results not only exceeded the state of Michigan’s expectations to allow for licensing at the state level but are also user friendly and add a level of comfort concerning building security to the owners. Why VIVOTEK? The state of Michigan has placed stringed demands on-camera coverage and recording quality for this industry, so a camera system is essential for the licencing of this business. Challenges in the project were related to distances within the building, coverage in unique spaces and varying climates and light exposure within indoor grow rooms. Existo chose VIVOTEK and a total of 70 of its indoor and outdoor security solutions, network video recorders (NVR) and video management software (VMS) to monitor the cannabis cultivation facility. CC9381-HV Panoramic network camera In the grow room, which includes a long hallway with tight spaces and climate concerns, 7 VIVOTEK 180-degree panoramic network cameras, the CC9381-HV were installed to combat high contrast lighting environments and armed with WDR Pro function to ensure 24/7 surveillance coverage. SD9364-EHL Speed dome camera For exterior corners, 4 VIVOTEK SD9364-EHL speed dome cameras were utilised. The camera is adopted VIVOTEK's Smart IR II technology which is specifically designed to provide a superb low light image in the most challenging situations. FE9181-H Fisheye and FD9380-H Fixed dome cameras Due to its high-quality imagery at a cost-effective perspective, 14 FE9181-H fisheye cameras and 40 FD9380-H cameras were installed throughout the rest of the indoor and outdoor facility. ND9541 NVR and apps VIVOCloud and iViewer app provide users with an open, flexible, and intelligent NVR for video surveillance applications The facility is also utilising VIVOTEK’s 16-CH ND9541 Linux-based embedded standalone NVR to set up and manage advanced IP surveillance systems with ease. It also supports remote and mobile access, via VIVOCloud and iViewer app, for both iOS and Android handheld devices, providing users with an open, flexible and intelligent NVR for seamless use in small to medium-sized video surveillance applications. Marijuana Regulatory Agency (MRA) acclamation In the end, the outcome not only met but surpassed all expectations and goals. The system was complimented as the highest quality in terms of coverage and camera quality by the Marijuana Regulatory Agency (MRA) enforcement agent during the state licencing walkthrough. Surpass expectations “The flexibility we gain from the quality and variety that VIVOTEK offers pays off tenfold in our business because there is no standard building design for cannabis businesses,” said Chris Hernandez, Existo director of operations. “Unique buildings with unique layouts but with highly standardised expectations put forward by state licensing expectations can be a stumbling block for many cannabis businesses. Our ability to utilize VIVOTEK’s solutions allows us to create systems that exceed state expectations while still being used to achieve safety goals set internally by our customers.”
The Flemish Government has chosen AEOS access control by Nedap to secure its sites across Belgium and other European countries. It’s awarded a 6-year framework contract, beginning in September 2020, to Nedap channel partner G4S. This will involve G4S replacing the technology for more than 4,000 doors with AEOS. The new AEOS system will accommodate up to 50 software users and will feature various integrations, including visitor management, automatic number plate recognition, mobile readers and QR code readers. Freedom from lock-ins This agreement with G4S replaces an incumbent supplier that had served consecutive framework contracts and whose technology was installed on more than 2,000 doors. The Flemish Government was looking for an open system that provides the freedom to select which technology it integrates and which installers it works with. Standardisation across Europe The Government also wants to streamline its systems and processes. It currently has a wide mix of access control systems at its premises in various locations and wants to introduce more standardisation through AEOS. Including the use of standard identifiers that are common across Europe. Service and scalability As a large firm with teams of project managers, technicians, programmers and more, G4S has the capability to handle such a big, multi-faceted project. And to provide the great-quality, responsive service and scalability the Flemish Government is looking for. Flexibility to manage complexity Tom van de Moerat the Flemish Government says “We’re looking forward to working with G4S and Nedap on this project. The detailed conversations they conducted during the tender process reassured us that we’ll receive a high-quality system and service.” “AEOS has the flexibility to adapt to our needs at each location, however, intricate the demands, while standardising our processes nationally and internationally.”
Round table discussion
Artificial intelligence is more than just the latest buzzword in the security marketplace. In some cases, smarter computer technologies like AI and machine learning (ML) are helping to transform how security operates. AI is also expanding the industry’s use cases, sometimes even beyond the historic province of the security realm. It turns out that AI is also a timely tool in the middle of a global pandemic. We asked this week’s Expert Panel Roundtable: How is artificial intelligence (AI) changing the security market?
Public spaces provide soft targets and are often the sites of terrorist or active shooter attacks. Public spaces, by definition, require easy accessibility and unrestricted movement. Given that openness, what security technologies can provide real results? We asked this week’s Expert Panel Roundtable: How is technology innovation impacting the security of public spaces?
The new school year is a good time to reflect on the role of security in protecting our schools. From video to access control to some newer technologies, our Expert Panel Roundtable found plenty to talk about when we asked this week’s question: How does security technology make our schools safer?