Agent Vi (Agent Video Intelligence) - Experts & Thought Leaders

Being isolated on the edge of wilderness means there’s a need for a video system that’s both reliable and flexible. For that reason, the team at Jackson Hole Airport (JAC) since 2009 has relied on video management software (VMS) from Milestone Systems to enhance security, safety, and efficiency. Challenge - Help to keep scaling At the edge of the frontier, Jackson Hole Airport has experienced considerable growth over the years. Significant capital investments in expansions have made new video system integrations possible several times, and Milestone XProtect has supported the airport’s needs along the way. As of 2020, over 220 cameras were in use, and the airport shows no signs of slowing down As of 2020, over 220 cameras were in use, and the airport shows no signs of slowing down. New projects will include building a fuel farm, a car wash and expanded parking facilities. XProtect’s open platform software As the need to increase security continues, XProtect’s open platform software will continue to enable both IT team growth and the seamless integration of new cameras and data storage capabilities. Solution - Integrations are in the fly zone Milestone XProtect Professional Plus and Smart Client Network cameras from Axis Communications and Panasonic Optimised video server hardware from Razberi Integrated video analytics from Agent Vi All video is stored for up to a full year, with most of the system’s 200 cameras set for motion recording, 24/7. Result - Greater situational awareness for higher security The video system has enabled improvements throughout the entire airport. For example, Jackson Hole Airport has to contend with a great deal of plane de-icing for several months each year. This occurs at a distance from the main buildings and, thanks to the video expansion, each airline is now able to monitor the de-icing of their planes. Allowing clients to monitor progress on their own has saved airport staff time and resources. The airport uses the system to closely monitor the security checkpoint, too, capturing video documentation in case of an incident. Baggage areas are also monitored, so it’s possible to investigate lost bags and left-behind items by reviewing video. New 4K, multi-sensor cameras New 4K, multi-sensor cameras support a largely unmanned investigatory system New 4K, multi-sensor cameras support a largely unmanned investigatory system. They capture everything and provide enough data to zoom in after the fact, if needed. Additionally, the team has deployed video analytics from Agent Vi to provide a layer of automated alarms and notifications for flagging abnormal occurrences. Video analytics can detect events, such as travelers moving against the foot traffic flow and crossing into restricted areas. Milestone’s XProtect Smart Client Milestone’s XProtect Smart Client has shifted general situational awareness in the airport, as a new standard for authorising users’ remote access to the surveillance from multiple locations. It provides seamless viewing of live and recorded video, instant control of cameras and connected security devices, and a comprehensive overview of activity. The ongoing use of Milestone Systems’ video management software (VMS) makes it possible to maintain the independence and efficiency of a small team of personnel, thereby delivering maximum security at the base of the Grand Teton Mountains. Situational awareness for the JAC team and their clients Andrew Wells, the IT Manager for the Jackson Hole Airport (JAC), said “Situational awareness for our team and our clients allows us to be as secure and efficient as possible with our small team. The flexibility of the open platform VMS allows us to scale our system and add the features we need now and in the future.” Jackson Hole Airport (JAC) lies seven miles north of Jackson, Wyoming, at the base of the Teton Mountains, in USA. It is unique for being entirely within Grand Teton National Park. It is the busiest airport in the US state of Wyoming, with nearly 500,000 in-bound passengers annually. The airport covers over 500 acres and has one runway that supports 11 hard-stands, nine boarding gates and three baggage carousels.

Being isolated on the edge of wilderness means there’s a need for a video system that is both reliable and flexible. For that reason, the team at Jackson Hole Airport (JAC), since 2009, has relied on video management software (VMS) from Milestone Systems, to enhance security, safety, and efficiency at the airport. Milestone XProtect VMS installed At the edge of the frontier, Jackson Hole Airport has experienced considerable growth over the years. Significant capital investments in expansions have made new video system integrations possible several times and Milestone XProtect VMS has supported the airport’s needs along the way. As of 2020, over 220 cameras are in use, but the airport shows no signs of slowing down As of 2020, over 220 cameras are in use, but the airport shows no signs of slowing down. New projects will include building a fuel farm, a car wash, and expanded parking facilities. As the need to increase security continues, XProtect open platform software will enable IT team growth and the seamless integration of new cameras, and data storage capabilities. Enhanced situational awareness All video is kept for up to a full year, with most of the system’s cameras set for motion recording, around the clock. As a result, administrators achieve greater situational awareness and better security. The video system has enabled improvements throughout the entire airport. For example, Jackson Hole Airport contends with a great deal of plane de-icing, for several months each year. The process occurs at a distance from the main buildings. Thanks to the video expansion, each airline is now able to monitor the de-icing of their planes. Allowing airline personnel to monitor progress on their own has saved airport staff time and resources. Monitoring security In addition, the airport uses the system to closely monitor the security checkpoint, to capture video documentation, in case of an incident. By monitoring baggage areas, it’s possible to investigate lost bags and left-behind items, by reviewing recorded video. New 4K multi-sensor cameras support an investigatory system, helping staff see previously uncovered areas. The cameras capture high-resolution video and provide enough data to zoom in, after the fact. Deployed Agent Vi’s video analytics Milestone Systems’ XProtect Smart Client has improved general situational awareness in the airport Additionally, the team has deployed video analytics from Agent Vi, to provide a layer of automated alarms, for flagging abnormal occurrences. For example, video analytics can detect travelers moving against the foot traffic flow and crossing into restricted areas. Milestone Systems’ XProtect Smart Client has improved general situational awareness in the airport. Authorized users now have a new standard for accessing surveillance remotely. It provides seamless viewing of live and recorded video, instant control of cameras and connected security devices, and a comprehensive activity overview. Force multiplication using advanced technology The ongoing use of Milestone’s VMS makes it possible to maintain the independence and efficiency of a small team of personnel, delivering maximum security at the edge of a wild frontier. Andrew Wells, IT Manager for the Jackson Hole Airport, said “Situational awareness for our team and our clients allow us to be as secure and efficient as possible, with our small team. The flexibility of the open platform VMS allows us to scale our system and add the features we need now and in the future.” Jackson Hole Airport Jackson Hole Airport lies seven miles north of Jackson, Wyoming, at the base of the Teton Mountains, in the USA. It is unique for being entirely within the Grand Teton National Park limits. It is the busiest airport in the state of Wyoming, with nearly 500,000 in-bound passengers welcomed annually. The Jackson Hole Airport covers over 500 acres of land area and has one runway, nine boarding gates, and three baggage carousels.

Agent Vi has partnered with Axis to offer end-to-end intelligent video surveillance solutions for real-time event detections and alerts, video investigation, and business intelligence applications. As a longtime member of the Axis Communications Technology Integration Program, Agent Vi has been solving complex customer problems since 2005, enabling customers to maximize their surveillance investments. With deep knowledge gained over numerous successful Axis- Agent Vi deployments globally, Agent Vi has optimized innoVi to work seamlessly with a wide range of Axis in-camera features, improving analytics accuracy and offering support for Axis video streaming features. In addition, Agent Vi developed customized integrations for some specialized Axis capabilities.  

If you’ve been paying attention over the last twelve months, you will have noticed that deep learning techniques and artificial intelligence (AI) are making waves in the physical security market, with manufacturers eagerly adopting these buzzwords at the industry's biggest trade shows. With all the hype, security professionals are curious to know what these terms really mean, and how these technologies can boost real-world security system performance. The growing number of applications of deep learning technology and AI in physical security is a clear indication that these are more than a passing fad. This review of some of our most comprehensive articles on these topics shows that AI is an all-pervasive trend that the physical security industry will do well to embrace quickly. Here, we examine the opportunities that artificial intelligence presents for smart security applications, and look back at how some of the leading security companies are adapting to respond to rapidly-changing expectations: What Is Deep Learning Technology? Machine Learning involves collecting large amounts of data related to a problem, training a model using this data and employing this model to process new data. Recently, there have been huge advances in a branch of Machine Learning called Deep Learning. This describes a family of algorithms based on neural networks. These algorithms are able to learn efficiently from example, and subsequently apply this learning to new data. Here, Zvika Ashani explains how deep learning technology can boost video surveillance systems. Relationship Between Deep Learning And Artificial Intelligence With deep learning, you can show a computer many different images and it will "learn" to distinguish the differences. This is the "training" phase. After the neural network learns about the data, it can then use "inference" to interpret new data based on what it has learned. For example, if it has seen enough cats before, the system will know when a new image is a cat. In effect, the system “learns” by looking at lots of data to achieve artificial intelligence (AI). Larry Anderson explores how new computer hardware - the Graphic Processing Unit (GPU) – is making artificial intelligence accessible to the security industry. Improving Surveillance Efficiency And Accuracy With AI Larry Anderson explains how the latest technologies from Neurala and Motorola will enable the addition of AI to existing products, changing an existing solution from a passive sensor to a device that is “active in its thinking.” The technology is already being added to existing Motorola body-worn-cameras to enable police officers to more efficiently search for objects or persons of interest. In surveillance applications, AI could eliminate the need for humans to do repetitive or boring work, such as look at hours of video footage. Intelligent Security Systems Overcome Smart City Surveillance Challenges AI technology is expected to answer the pressing industry questions of how to use Big Data effectively and make a return on the investment in expensive storage, while maintaining (or even lowering) human capital costs. However, until recently, these expectations have been limited by factors such as a limited ability to learn, and high ongoing costs. Zvika Ashani examines how these challenges are being met and overcome, making artificial intelligence the standard in Smart City surveillance deployments. Combining AI And Robotics To Enhance Security Operations With the abilities afforded by AI, robots can navigate any designated area autonomously to keep an eye out for suspicious behavior or alert first responders to those who may need aid. This also means that fewer law enforcement and/or security personnel will have be pulled from surrounding areas. While drones still require a human operator to chart their flight paths, the evolution of artificial intelligence (AI) is increasing the capabilities of these machines to work autonomously, says Steve Reinharz. Future Of Artificial Intelligence In The Security Industry Contributors to SourceSecurity.com have been eager to embrace artificial intelligence and its ability to make video analytics more accurate and effective. Manufacturers predicted that deep learning technology could provide unprecedented insight into human behaviour, allowing video systems to more accurately monitor and predict crime. They also noted how cloud-based systems hold an advantage for deep learning video analytics. All in all, manufacturers are hoping that AI will provide scalable solutions across a range of vertical markets. 

2017 witnessed a continued decline in the cost of cameras. While this creates a challenge for camera companies, it creates two clear opportunities: (1) Product differentiation now relies more heavily on software rather than camera parameters, which drives more focus and rapid innovation on the software side, and (2) cameras have become more affordable which encourages an increase in the adoption rate and size of surveillance projects.   Artificial Intelligence Surveillance Applications Additionally, 2017 has been the breakout year for real-world implementations of Artificial Intelligence (AI). The surveillance industry was not left behind with almost weekly announcements of various new products claiming to employ AI, to some extent. New and incumbent video analytics vendors are talking about employing deep learning to provide features and accuracy not previously attainable. While there has been a lot of hype, few companies actually shipped products successfully employing AI. In 2018 we are going to continue hearing a lot about AI (with a focus on Deep Learning) video products. We can expect to see a gradual increase in successful field deployments leading to a shift in customer expectations. Highly accurate people and vehicles detection will be considered commonplace. Demand will increase for complex applications: tracking in urban environments, anomaly detection, and smart search. New and incumbent video analytics vendors are talking about employing deep learning to provide features and accuracy not previously attainable Cloud-based Video Analytics One of the major challenges with developing Deep Learning-based applications is access to real-word data and the ability to train the applications to work in any environment. Companies with access to relevant datasets, that can iterate their solutions quickly, will come out on top. Cloud-based solutions are a significant advantage in this case, as they allow for continuous updates and easy collection of vast amounts of data. While Agent Vi was a pioneer in implementing cloud-based video analytics, we encountered some concerns around cloud adoption during 2017, especially from traditional municipal and enterprise customers. We expect this to gradually change, as customers realize that cloud implementations are more cost-effective, easier to deploy and maintain, and in many cases, even more secure than traditional on-premise deployments. In partnership with the leading cloud providers, we help carry this message to our customers and will gradually see a shift in the acceptance of cloud-based solutions in the traditional security markets.

Our most popular articles in 2017 reflected changing trends in the U.S. security market, from deep learning to protection of mobile workers, from building automation to robotics. Again in 2017, the most read articles tended to be those that addressed timely and important issues in the security marketplace. In the world of digital publishing, it’s easy to know what content resonates with the market: Our readers tell us with their actions; i.e., where they click.   Let’s look back at the Top 10 most-clicked articles we posted in 2017. They are listed in order here with the author’s name and a brief excerpt.  1. Las Vegas Massacre Demands Reevaluation of Hospitality Sector Security The Oct. 1, 2017, sniper attack from a 32nd-floor room at Mandalay Bay, overlooking 22,000 people attending a country music festival, has been compared to “shooting fish in a barrel.” When the bullets rained down, there was nowhere to hide. The attack came from outside the “perimeter” of the event, so any additional screening of attendees would not have prevented it. There are also implications of the Las Vegas massacre for the hospitality industry. Hotels and resorts such as Mandalay Bay have not generally embraced technologies like the explosives scanners or X-ray machines used at airport terminals, at least not in the United States. 2. Deep Learning Algorithms Broaden the Scope of Video Analytics [Zvika Ashani] Until recently there have been minimal applications of Machine Learning used in video analytics products, largely due to high complexity and high resource usage, which made such products too costly for mainstream deployment. However, the last couple of years have seen a tremendous surge in research and advances surrounding a branch of Machine Learning called Deep Learning. The recent increased interest in Deep Learning is largely due to the availability of graphical processing units (GPUs). GPUs can efficiently train and run Deep Learning algorithms The last couple of years have seen a tremendous surge in research and advances surrounding a branch of Machine Learning called Deep Learning 3. Home Security Systems: Why You Need to Upgrade From 3G to 4G Technology [Missy Dalby] The current communication method for most home security systems is via CDMA and 3G (GSM) technologies. With the emergence of faster, better, and stronger 4G LTE technology, carriers are migrating away from old technology standards and methods towards new, more efficient ones. As such, the older technology is going dark, and soon. Manufacturers of cellular modules have stopped making them. At the end of 2018 they will stop letting customers add systems utilizing 3G radios to their channels. 4. Diving into AI and Deep Learning at NVIDIA’s San Jose Conference [Larry Anderson] Video analytics applications fall under NVIDIA's “AI City” initiative, which they describe as a combination of "safe cities" (video surveillance, law enforcement, forensics) and "smart cities" (traffic management, retail analytics, resource optimization). Depending on the application, AI City technology must function in the cloud, on premises and/or at the edge. NVIDIA’s new Metropolis initiative offers AI at every system level, from the Jetson TX2 "embedded supercomputer" available at the edge, to on-premises servers (using NVIDIA’s Tesla and Quadro) to cloud systems (using NVIDIA’s DGX). 5. Physical Security Evolves to Protect Mobile Workers [Annie Asrari] With an increasing number of employees traveling and working remotely, the days of a dedicated worker who commutes to and from a single location every day of the week are just about over. Security professionals must take a second look at their policies and procedures for employee safety. To protect employees in this new mobile world, where people, assets and brand reputation threats may face higher than normal levels of safety and security risks, businesses must focus less on securing physical, four-wall perimeters and instead take a global approach to security that focuses on protecting traveling, remote and lone workers. Businesses must take a global approach to security that focuses on protecting traveling, remote and lone workers 6. New Security Technologies Driving Excitement on Busy ISC West Day One [Larry Anderson] ISC West in Las Vegas kicked off April 5 with an expanding focus on new technologies and new applications, including some that go beyond any narrow definition of security. “Technology is disrupting the market and executives are taking our solutions beyond security,” says Moti Shabtai, CEO and President of Qognify. “They are starting with security and quickly moving to other risk and business continuity issues in the organizations. They want a clear return on investment (ROI), which we can deliver if we move from covering a limited island of ‘security’ issues and give them the value of also managing risk, safety, and operations.” 7. Optimizing Building Automation for Good Return on Investment [Minu Youngkin] Smart buildings are on the rise around the world, not only because a growing number of companies are considering their environmental impact, but also because of the dramatic cost savings that can be realized through integration. In every building that has an integrated security and access control system, an opportunity awaits to also integrate the building’s energy use, water use, ventilation and more. The key is to effectively convey the tremendous potential of this new technology to the end user. 8. ISC West 2017: How Will IT and Consumer Electronics Influence the Secuirty Industry? [Fredrik Nilsson] A good way to predict trends [at the upcoming ISC West show] is to look at what’s happening in some larger, adjacent technology industries, such as IT and consumer electronics. Major trends on these fronts are the most likely to influence what new products will be launched in the electronic security industry. Proof in point is H.264, an advanced compression technology ratified in 2003 and adopted as the new standard by the consumer industry a few years later. By 2009, it became the new compression standard for the video surveillance industry as well. Violence will continue to challenge the healthcare sector in the future 9. The Future of Healthcare Security: Violence Response and Emergency Preparedness [Ben Scaglione and David LaRose] Violence will continue to challenge the healthcare sector in the future. Domestic violence, child abuse, behavioral health, drug and alcohol abuse will all continue to challenge hospital staff in the Emergency Department, Women’s Health, and behavioral health areas. The Hazard Vulnerability Assessments (HVA) along with facility wide risk assessments helps in defining risk severity and identifying historical patterns of violence. 10. Robot Revolution: Uncovering the Real Value of Security Robots [Steve Reinharz] The security coverage that a robot offers in the case of a shopping mall can be easily overshadowed by the fact that the machines seem to serve to entertain the population. Instead, security robots can best be utilized for more high-level roles, such as in critical infrastructure sites, corporate campuses and educational facilities, where wide, expansive spaces require continuous protection. In these locales, security can be difficult to achieve, as cost, location and lack of resources make the logistics of deployment difficult.