Artificial intelligence (AI)

I have been thinking a lot about the U.S. government’s ban on video surveillance technologies by Hikvision and Dahua. In general, I question the wisdom and logic of the ban and am frankly puzzled as to how it came to be. Allow me to elaborate. Chinese Camera Manufacturers Reality check: The government ban is based on concerns about the potential misuse of cameras, not actual misuse. Before the government ban, you occasionally heard about some government entities deciding not to use cameras manufactured by Chinese companies, although the reasons were mostly “in an abundance of caution.”  Even so, I find the targeting of two Chinese companies – three if you count Hytera Communications, a mobile radio manufacturer – in a huge government military spending bill to be a little puzzling. I can’t quite picture how these specific companies got on Congress’s radar. The government ban is based on concerns about the potential misuse of cameras, not actual misuse What level of lobbying or backroom dealing was involved in getting the ban introduced (by a Missouri congresswoman) into the House version of the bill? And after the ban was left out of the Senate version, was there a new wave of discussions to ensure it was included in the joint House-Senate version (with some minor changes, and who negotiated those?). It all seems a little random. Concerns For The U.S. Furthermore, the U.S. ban solves neither of the two main concerns that are generally used as its justification: Concern: Cybersecurity. The U.S. ban “solves” the issue of cybersecurity only if both of the following statements are true. No security system that uses a Hikvision or Dahua camera or other component is cybersecure. Any system that does not use a Hikvision or Dahua camera or other component is cybersecure. What level of lobbying or backroom dealing was involved in getting the ban introduced into the House version of the bill? The ban ignores the breadth and complexity of cybersecurity and instead offers up two companies as scapegoats. Our industry has sought to address cybersecurity, and the one principle that has guided that effort is that cybersecurity is an issue that must be addressed by manufacturers, consultants, integrators and end users – in effect, everyone in the industry. Cybersecurity does not begin and end with the manufacturer and banning any manufacturers from the market does not ensure better cybersecurity. Concern: “Untrustworthy” Chinese companies. Hikvision and Dahua are only two Chinese companies. Any response to concerns about whether Chinese companies are trustworthy would need to cover many more companies that manufacture their products in China. Australian TV recently claimed that “All Chinese companies pose a risk. Because of Chinese laws, there is a requirement for companies to be engaged in espionage on behalf of the state.” Even if one embraces that extreme view, the logic fails when only two companies are targeted. One source told me that 60 to 65 percent of the global supply of commercial video cameras are manufactured in China, so it’s a much bigger issue than two companies.The Chinese government has much more effective ways of conducting espionage than exploiting security cameras And is U.S. security at risk unless or until it is cut off from more than half of the world’s supply of video cameras? Even Western camera companies manufacture some of their cameras and/or components in China. Why name only two (or three) companies, only one of which has ties to the Chinese government? If the goal of the U.S. ban was to address the possibility of cybersecurity and/or espionage by the Chinese government, shouldn’t there be other companies and product categories included? Clearly, video surveillance is not the only category that has the potential for abuse. The Chinese government has much more effective ways of conducting espionage than exploiting security cameras. Global Response To U.S. Ban And now that the U.S. ban has been passed, how is the ban being misused to justify a new level of alarm about Chinese companies? Australian television effortlessly made the leap from “software backdoors” to a concerted and organized effort by the Chinese government to use cameras to be the “number one country for espionage.” And it’s not just about government facilities: “Even on the street, [cameras] have the potential to inadvertently contribute toward Chinese espionage activity by providing real-time information about the situation on the ground,” says the Australian TV report. If all Chinese companies pose a risk, why is the U.S. government targeting specific companies rather than all Chinese companies? If all Chinese companies pose a risk, why is the U.S. government targeting specific companies rather than all Chinese companies, or at least those with electronics or computer products that could be used for espionage? What about the espionage potential of the 70% of mobile phones that are made in China? What about other consumer electronics such as PCs or smart TVs? How many government facilities that are eliminating Dahua and Hikvision cameras have employees who use iPhones or use other electronic equipment from China? Artificial Intelligence & IP-Over-Coax Also, consider the impact of the ban on business. Hikvision and Dahua have had many successes in the video surveillance market, including in the U.S. market. They have added value to many integrators and end user customers. They have been on the forefront of important trends such as artificial intelligence and IP-over-coax. And, yes, they have made technologies available at lower prices.Cybersecurity issues have plagued several companies in the industry, not just Hikvision and Dahua Cybersecurity issues have plagued several companies in the industry, not just these two, and both Hikvision and Dahua have worked to fix past problems, and to raise awareness of cybersecurity concerns in general. Is a U.S. ban on two companies an appropriate response to a series of geo-political concerns that are much bigger than those two companies (and bigger than our entire market)? Should two companies take the brunt of the anti-Chinese backlash? Video Surveillance Cameras Is the video surveillance market as a whole better or worse for the presence of Hikvision and Dahua? Is it up to the U.S. government to make that call? In some ways, thoughts of Chinese espionage are a sign of these uncertain political times. Fear of video surveillance is perfectly congruent with long-standing anxieties about “Big Brother;” suspicion about China taking over our video cameras just rings true at a time when Russia is (supposedly) controlling our elections. But should two companies be targeted while broader concerns are shrugged off?

Cobalt Robotics, a manufacturer of intelligent security robots used to autonomously patrol indoor facilities, will unveil its new leak and spill detection sensing capabilities as part of the Global Security Exchange, one of the largest tradeshows and conferences to showcase the latest security technologies. At last year’s event, previously called the ASIS Annual Seminar and Exhibits, Cobalt Robotics was the recipient of the 2017 Judges Choice Award, the highest honor available as part of the ASIS Accolades Award program. The Judges Choice Award recognises the most innovative product of the year. Leak and Spill Detection Sensing Technology With its new leak and spill detection sensing technology, Cobalt robots can be programmed to detect a leak or spill within a predefined area With its new leak and spill detection sensing technology, Cobalt robots can be programmed to detect a leak or spill within a predefined area. Once detected, the security robot can then send the appropriate notification to a robot Specialist. Cobalt robots are equipped with powerful sensors, including day-night cameras, thermal sensors, motion sensors and badge readers, which helps it to detect anomalies and other risks that might not be detected by the human eye. “Security robots provide corporate security directors with a powerful tool that amplifies their resources and allows real-time alerts to the right security personnel about an event, such as an open door, a spill, or an unauthorized individual in the building after hours,” said Dr. Travis Deyle, CEO and co-founder of Cobalt Robotics. “Security professionals are finding that security robots are a valuable addition to their security toolbox, enabling them to integrate technologies and leverage the benefits of machine learning technology.” Security Robots Cobalt Robotics was founded in 2016. Since then robots designed and developed by the technology start-up have been deployed by several well-known companies, including Yelp, Credit Karma and Slack. The company has also raised $16.5 million in venture capital funding through partners such as Sequoia Capital, Bloomberg Beta, Storm Ventures and Founders Fund. GSX will be held at the Las Vegas Convention Center from Sept. 24-27th in Las Vegas. More than 20,000 security professionals, which includes corporate security directors from Fortune 500 companies, universities, healthcare facilities, and financial institutions from around the globe, are expected to attend the event. Cobalt Robotics will be exhibiting at GSX at booth 353 and be featured in the D3 Xperience – Drones, Droids, Defense located at Booth 5602.

In 1973, a brilliant economist named E.F. Schumacher wrote a seminal book titled ‘Small Is Beautiful:’ taking an opposing stance to the emergence of globalization and “bigger is better” industrialism. He described the advantages of smaller companies and smaller scales of production, highlighting the benefits of building our economies around the needs of communities, not corporations. In almost every industry or market that exists in the world today, you're likely to find a difference in size between companies. Whether it’s a global retail chain versus a small family-owned store, a corporate restaurant chain versus a mom-and-pop diner or a small bed and breakfast versus a large hotel chain — each side of the coin presents unique characteristics and advantages in a number of areas. Disparity In Physical Security Industry Customers are drawn to products and services from large enterprises as the big names typically imply stability This disparity very clearly exists in the physical security industry, and differences in the sizes of product manufacturers and service providers could have important implications for the quality and type of the products and services offered. All too often, customers are drawn to products and services from large enterprises, as the big names typically imply stability, extensive product offerings and global reach. And that's not to say that these considerations are unwarranted; one could argue that larger companies have more resources for product development and likely possess the combined expertise and experience to provide a wide range of products and services. But the value that a company’s products and services can bring isn’t necessarily directly related to or dependent on its size. In an age where the common wisdom is to scale up to be more efficient and profitable, it’s interesting to pause and think about some of the possible advantages of small- and medium-sized businesses (SMBs). Typically, “small” companies are defined as those with less than 100 employees and “medium” with less than 500. Providing Social Mobility  Schumacher argued that smaller companies are important engines of economic growth. Indeed, according to the Organization for Economic Cooperation and Development (OECD), a group of 36 member countries that promotes policies for economic and social well-being, SMBs account for 60 to 70 percent of jobs in most OECD countries. Importantly, SMBs provide resilience in that there are often large economic and social impacts when big companies fail. Smaller companies are better for regional economies in general, as earnings stay more local compared to big businesses, which in turn generates additional economic activity. SMBs are also better at providing social mobility for disadvantaged groups by giving them opportunities and enabling them to realize their potential. Smaller companies are often more innovative, bringing to the market novel technologies and solutions such as Cloud, analytics, AI, and IoT New Companies Introduce New Technologies There's no denying the role of start-ups when it comes to innovation. In the security industry, many new technologies (e.g. Cloud, analytics, AI, IoT) are first brought to the market by newer companies. In general, smaller companies’ products and services often have to be as good or better than others to be competitive in the marketplace. They are therefore often more innovative, bringing to the market novel technologies and solutions. And these companies are also more willing to try out other new B2B solutions, while larger companies tend to be more risk-averse. Customer Service Aside from the quality of products and services, arguably one of the most important components of a security company’s success is its ability to interact with and provide customers the support that they deserve. Smaller companies are able to excel and stand out to their customers in a number of ways: Customer service. Customers’ perceptions of a product’s quality are influenced by the quality of support, and smaller manufacturers often possess a strong, motivated customer service team that can be relatively more responsive to customers of all sizes, not just the large ones. A superior level of support generally translates into high marks on customer satisfaction, since customers’ issues with products can be resolved promptly. Flexibility. SMBs have a greater capacity to detect and satisfy small market niches. While large companies generally create products and services for large markets, smaller companies deal more directly with their customers, enabling them to meet their needs and offer customized products and services. And this translates to adaptability, as SMBs become responsive to new market trends. By having a pulse on the market, smaller companies have much more flexibility in their supply chain and can adjust much faster in response to changing demand. Decision-making. Smaller companies are much more agile in decision-making, while larger enterprises often suffer from complex, tedious and lengthy decision-making processes. Communication is easier throughout SMBs, as smaller teams enable new ideas to flow and can solve problems faster. Job Satisfaction Employees working for SMBs connect more directly with the company's goals and objectives, which in turn increases motivation and job satisfaction Employees working for SMBs connect more directly with the company's goals and objectives, which in turn increases motivation and job satisfaction. SMBs are also generally more connected to local communities and participation in community activities leads to a greater sense of purpose. Additionally, SMBs have a much smaller impact on the environment, which is increasingly becoming an important consideration for today’s employees and customers. Though Schumacher's book takes a much deeper dive into the large global effects of scale on people and profitability, the general impact of a company’s size on its products and services is clear. It’s important for all players in the security industry to remember that the commitment and dedication to product quality can be found in businesses of all sizes. Ensuring Safety Of People, Property And Assets Large manufacturers may catch your eye, but small business shouldn’t be forgotten, as they can offer end users a robust set of attributes and benefits. While all security companies are aiming to achieve a common goal of providing safety for people, property and assets, smaller businesses can provide extensive value when it comes to driving the economy, innovating in the industry, providing quality employment and offering superior customer service.

TIANDY Technologies, global supplier of versatile surveillance solutions catering to customers from enterprise to entry level, has announced the execution of a distribution agreement with SecureNet, one of the premier value-added IT Surveillance, cybersecurity and video conferencing distributors (VAD) in the United Arab Emirates. SecureNet will promote TIANDY's complete portfolio of surveillance solutions to its network of channel partners throughout the Middle East region. TIANDY-SecureNet Collaborate On Surveillance TIANDY innovative offerings directly address the surveillance market challenges surrounding Artificial Intelligence and Deeper Learning" "We are very excited about our new partnership with TIANDY Technologies and adding their portfolio of surveillance solutions to our line card, "said Avinash Wadhwa, VP Strategic Alliances & Business Development of SecureNet. “TIANDY innovative offerings directly address the surveillance market challenges surrounding Artificial Intelligence and Deeper Learning which are at the forefront with our customers. With the addition of the TIANDY family of surveillance products and our joint collaboration with eco-system partners, we can provide some of the most innovative solutions to the market today. TIANDY is an outstanding addition to our portfolio and it will help to provide our channel partners with leading-edge surveillance solutions making them more competitive." We are pleased to be announcing this partnership with SecureNet. SecureNet's experience and expertise in IT Security and IT Surveillance market in the Middle East makes them the perfect choice upon which to build a solid foundation for success, said John van den Elzen, General Manager EMEA for TIANDY Technologies. Van den Elzen continued, "Deploying our turn-key surveillance solutions with SecureNet's high professional services dramatically expands our ability to address the demands of commercial accounts. We look forward to a sustained and mutually beneficial relationship."

According to Save The Rhino statistics, over 1000 rhinos are killed annually in South Africa. These harrowing poaching statistics display a gloomy future for survival of this beautiful species. While many attempts have been undertaken over the past ten years to combat the devastating results of poaching, the country has not yet seen a steady decline in numbers year-on-year. It is with this knowledge that AxxonSoft’s Global Marketing Director, Colleen Glaeser, who is based in South Africa, decided to create a strategical and proactive anti-poaching approach, utilising the tools at her disposal, assisting a country in dire need of assistance. While Deep Learning, using Artificial Intelligence and neural network analytics in its algorithm, is not new to the security and surveillance industry, Colleen and the team at AxxonSoft global took the technology a step further, developing and implementing the software to help differentiate between humans and animals. Identifying Actual Poaching Threats AxxonSoft’s surveillance software, which leverages Artificial Intelligence and Deep Learning technology now alerts the operators in the control room to an immediate poaching threat The implementation of this technology in game reserves and parks across South Africa has certainly been a game-changer regarding the war against poaching. For two reasons namely; this neural network solution can identify actual poaching threats (distinguishing poachers from their prey) while providing a proactive surveillance solution as opposed to a reactive one. Predominately utilised for face and license plate recognition, Deep Learning technology has never been adapted to tell the difference between humans and animals. Prior to the incorporation of Deep Learning in anti-poaching surveillance, software often failed control rooms and response units in that false alarms were on many occasions, set off by animals, insects and weather. Control rooms were not able to tell the difference between an actual threat and a false alarm, which often resulted in exhausting resources as teams were dispatched for animals who had touched the fence while grazing in their natural habitat. AxxonSoft’s leading surveillance software, which leverages Artificial Intelligence and Deep Learning technology now alerts the operators in the control room to an immediate poaching threat as poachers try and breach the fence perimeter to enter the reserve or park. Proactive Surveillance Solution AxxonSoft’s Deep Learning technology provides a proactive solution to surveillance whereas previous systems were somewhat archaic and reactive in their response to real threats Global Marketing Director for AxxonSoft, Colleen Glaeser says, “Our Deep Learning technology has been extremely successful thus far in telling the difference between animals and humans as the neural network algorithm can identify, through certain indicators, whether a human or animal has set off the alarm. If the software detects a human, the operations team is immediately notified and a dispatch team is sent to the scene in question.” Furthermore, AxxonSoft’s Deep Learning technology provides a proactive solution to surveillance whereas previous systems were somewhat archaic and reactive in their response to real threats. Due to expansive terrain and limited resources, rangers and antipoaching units often get to the scene of the crime too late. With the AxxonSoft technology, as soon as the breach occurs, cameras will identify if the breach has been caused by an animal or human, and the control room is immediately notified as to where the occurrence has taken place in the reserve or park. The dispatch team is given the necessary information and they head to the site where the occurrence has taken place. Real-Time Identification Of Threats By utilising this technology, we have been able to take a proactive approach, identifying the threat in a real time situation" The beauty about Deep Learning and Neural Network analysis is in its ability to learn and understand the conditions which lead up to an event, and that ultimately allows us to prepare for threats or potential breaches when the known conditions are met. “AxxonSoft’s technology has proved very successful in preventing killings as the team is able to get to the scene of the crime quickly. “By utilising this technology, we have been able to take a proactive approach, identifying the threat in a real time situation. The AxxonSoft team and I really believe this anti-poaching solution can aid in the war against poaching and drastically bring down the upsetting statistics. I can attest to the fact that we have seen great success in curbing poaching,” concludes Glaeser.

As an innovator in airport security, Oakland International Airport (OAK) announced that it has installed the Evolv Edge, a physical threat detection and prevention system powered by artificial intelligence, to streamline its employee screening program. This installation enhances OAK’s security posture by protecting against metallic and non-metallic threats while simultaneously improving operational efficiency. Physical Threat Detection System OAK is committed to applying advanced, innovative solutions to complex security operations OAK is committed to applying advanced, innovative solutions to complex security operations. The TSA acknowledged this commitment by selecting OAK as a TSA Innovation Site, a prestigious distinction that promotes improved efficiency and allows the airport to try technologies to benefit its growing passenger and employee base. As the second busiest airport in northern California, passenger travel at OAK is on pace to surpass the 13.2 million travelers that passed through the airport last year. To accommodate this growth, more and more employees are being hired to work at OAK. Therefore, OAK began researching innovative solutions related to employee inspection methods and equipment. Evolv Edge provides OAK with the ability to screen employees for metallic and non-metallic threats with a fast, non-invasive process. Designed with built-in wheels for portability, OAK can easily move the system throughout the airport allowing maximum efficiency for its employee inspection program. Non-Invasive Employee Screening With Edge, organizations, such as OAK, can adapt a risk-based security approach while balancing security with positive experience With this installation, OAK continues to be at the forefront of security through its use of modern technologies to combat today’s evolving threat landscape. By replacing traditional physical screenings with Evolv Edge’s precision, mobility and multi-threat detection capabilities, OAK can control access and respond to different threat scenarios quickly and efficiently. With Edge, organizations, such as OAK, can adapt a risk-based security approach while balancing security with positive experience. “With today’s threat landscape, the security perimeter has expanded beyond traditional checkpoints,” said Mike Ellenbogen, CEO of Evolv Technology and a 20-year veteran in aviation security. “Evolv Edge’s flexibility and portability provides Oakland International Airport with an added layer of security when it comes to employee screening. Oakland International Airport is always at the forefront of innovation, and we will continue working closely with their team to ensure success and safety.”

It was over a century ago that Charlotte Hungerford Hospital (CHH) was founded, as a gift by industrialist Uri T. Hungerford. The vision was to create a community hospital that would serve as a beacon of hope and a place of comfort for the sick and injured. 100 years later, that same community spirit has helped CHH evolve into a vibrant, independent, affordable healthcare network that delivers a comprehensive range of healthcare programs and services for over 100,000 lives in Northwestern Connecticut. A Challenging Safety Diagnosis Avigilon has made us more efficient as we don’t have to spend much time sifting through large amounts of video” Charlotte Hungerford Hospital prides itself on supporting patient and staff safety in all hospital areas and locations. Several years ago, they found themselves with an outdated security system that lacked quality video coverage and recording capabilities. CHH struggled with reliable video playback and faced frequent system crashes. As a result, the hospital’s security operators were often unable to provide accurate evidence during forensic investigations and many liability claims and hospital incidents went unresolved. CHH needed a cost-effective, comprehensive security solution that could protect patients and staff across multiple locations while still being flexible enough to scale with the hospital’s growing needs.  Avigilon AI & Analytics Technology With a desire to improve its legacy surveillance system, CHH looked to Avigilon’s advanced artificial intelligence (AI) technology and video analytics to meet their security needs. CHH began a multi-phase upgrade that included installing over 100 Avigilon cameras with self-learning video analytics, deploying AI-based Avigilon Appearance Search technology and using impulse radar technology with the Avigilon Presence Detector (APD) Sensor. Avigilon Appearance Search technology – a sophisticated deep learning AI search engine – helps CHH quickly locate a specific person or vehicle of interest across all cameras both inside the hospital and care centers as well as outside parking lots. This technology provides CHH’s operators with enhanced situational awareness, enabling fast event response and helping to save time and effort during critical investigations. To protect areas of the hospital where cameras cannot be installed, CHH installed the Avigilon Presence Detector (APD), a discreet impulse radar device with self-learning radar analytics that scans, learns, and continuously adapts to its environment. Avigilon Presence Detector Sensors Our Security Department’s mission at Charlotte Hungerford Hospital is the safety of our patients, visitors, and employees" Capable of detecting persons who aren’t moving or are hidden, the APD sensors help improve situational awareness for CHH staff, and are used in areas where cameras are not permitted, such as restrooms or change rooms. When integrated with Avigilon Control Center (ACC) video management software, APD sensors alert CHH operators of human presence while still maintaining privacy. Avigilon H4 cameras were used throughout the hospital to provide exceptional image quality and built-in self-learning video analytics, which provides accurate detection and notification of movement of people and vehicles. CHH also deployed HD Multi-sensor cameras which provide up to four camera views per camera installation, using only one camera license and network drop. This allows CHH’s staff to efficiently cover all angles in order to detect, verify, and act on potential security events across the hospital’s premises. Avigilon H4 and HD Multi-Sensor Cameras At the core of CHH is a desire to help the community and still serve as the beacon of compassion it was founded to be 100 years ago. With these values in mind, the hospital’s mission when it comes to security is the safety of patients, visitors, and employees. Avigilon’s AI solutions have helped achieve this by moving the CHH system from legacy to advanced and providing effective monitoring around the clock while also helping to create operational efficiencies. Since deploying ACC software, CHH’s operators spend significantly less time reviewing recorded video, allowing them to focus on proactive event response. Working with Avigilon, Charlotte Hungerford Hospital has a roadmap for continued growth and exceptional patient safety.

Founded in 1871, Fulton County School System is the fourth largest school district in Georgia, United States. It consists of 101 schools and administrative support buildings, including 67 elementary schools, 19 middle schools, 17 high schools and eight charter organizations. Fulton’s mission is to provide a safe and secure environment for its more than 96,000 students and more than 12,000 full-time employees. To help enhance safety Search Technology at more than 100 schools, Fulton has installed a full Avigilon surveillance solution that includes Avigilon cameras with self-learning video analytics, Avigilon network video recorders, and Avigilon Control Center (ACC) video management software with Avigilon Appearance Search technology. Fulton is also deploying Avigilon Access Control Manager to secure physical access points, providing an integrated security solution for the district. Fulton sought to replace analog cameras with an end-to-end high definition surveillance system camera system in order to maximize protection Simplifying Recording And Capturing Of Footage Fulton sought to replace analog cameras with an end-to-end high definition surveillance system camera system in order to maximize protection, enable proactive event response, and facilitate the recording, capturing and sharing of clear footage with its school board, police and the concerned public. Securing more than 100 buildings is no easy feat, but it’s of utmost importance to the Department of Safety and Security at Fulton, which also includes the School Police and Student Health Services and Emergency. Upgrading Video Surveillance System With recent data showing above average student incident rates and student disciplinary concerns at some schools, upgrades to the surveillance system were needed to allow better local and remote monitoring in important areas. “One of the biggest security challenges we face is our ability to reliably monitor important areas throughout our schools, especially during an emergency. With Avigilon, we not only benefit from exceptional image quality, but their advanced video analytics, like Avigilon Appearance Search technology, save us valuable time and effort, ultimately making our schools a safer place.” - Paul Hildreth, Emergency Operations, Safety and Security, Fulton County School System. Avigilon high-definition cameras with self-learning video analytics and access control solutions have been installed in 101 schools Appearance Search Technology Avigilon high-definition cameras with self-learning video analytics and access control solutions have been installed in 101 schools. ACC 6 video management software with Avigilon Appearance Search technology is a particularly exciting new development for the district. “We chose Avigilon because of the capabilities it offers in its advanced video analytics search technologies, including Avigilon Appearance Search,” said Paul Hildreth, Emergency Operations, Safety and Security for Fulton. “Their analytics are easy to set up and use, and can save us valuable time and effort, ultimately making our schools a safer place for generations to come.” Video Data Analysis Avigilon Appearance Search video analytics technology uses a sophisticated deep learning artificial intelligence search engine to sort through hours of footage with ease. This technology allows Fulton’s operators to click on a button and search for all instances of a person or vehicle across all cameras on a site, quickly and efficiently. This can save Fulton time and effort during critical investigations as Avigilon Appearance Search technology intelligently analyses video data, helping to track a person’s or vehicle’s route and identify previous and last-known locations. Avigilon self-learning video analytics enable proactive, real-time event response. Built from the ground up to manage high-definition video, Avigilon offers self-learning analytics on camera resolutions of up to 5K (16 MP). Avigilon Multisensor cameras were also set up to capture challenging angles and provide total coverage within a 180 to 360-degree area Avigilon H4 Platform Avigilon H4 bullet and dome cameras from the new H4 platform were installed, offering self-learning video analytics, greater resolution performance and Wide Dynamic Range support. Avigilon H4 cameras are available in 1 to 5 MP and 4K Ultra HD (8 MP) resolutions. Avigilon Multisensor cameras were also set up to capture challenging angles and provide total coverage within a 180 to 360-degree area. Upgrading the district’s surveillance solutions began three years ago with a single high school as a pilot program. The success of this replacement led the district to integrate ACC in other school projects and, in 2014, Fulton opened new administrative centers with both Avigilon access control and video surveillance solutions. At the start of 2017, Fulton began implementing a three-year approach to completing the upgrade. Image Quality And Resolution Before switching to the Avigilon solution, the district was challenged with low system reliability, which resulted in not having video evidence when needed. Furthermore, in situations where there was recorded footage, it was not of high enough quality to provide value. With the installation of Avigilon video surveillance, Fulton has benefited from exceptional image quality and resolution across wide areas in all lighting conditions. The ongoing Avigilon implementation will provide the district with crucial and powerful insights that can help save time and effort during critical investigations. With the help of Avigilon trusted security solutions, the future looks bright for Fulton County Schools.

We are living in the age of Big Data, and businesses are inundated with large volumes of data every day. Success depends on capturing, analyzing and ultimately transforming that data into information and intelligence that can be used to improve the business. So, it is with today's physical access control and video systems, too, which also generate unprecedented levels of data. But how can we make the data useful to end users and how can they realize its full value? We asked this week's Expert Panel Roundtable: Relating to physical security systems, what is the value of data and how can that value be measured?

The beginning of the school year and upcoming seasonal changes remind us that demand for security systems, like almost everything else, is seasonal to some extent. Making improvements to educational facilities during the summer months – including installation of security systems – is the most obvious example of seasonal demand, but there are others. We asked this week’s Expert Panel Roundtable: Which vertical markets for security are impacted by seasonal changes in demand?

By definition, an edge device is an entry point to a network. In the physical security industry, edge devices are the cameras, sensors, access controllers, readers and other equipment that provide information to the IP networks that drive today’s systems. In the Internet of Things (IoT), edge computing refers to an increasing role of edge devices to process data where it is created instead of sending it across a network to a data center or the cloud. In our market, edge computing takes the form of smarter video cameras and other devices that store and/or process data locally. We asked this week’s Expert Panel Roundtable: What’s new “on the edge” of security and video surveillance systems?