Despite the lack of major breakthroughs seen in video content analysis, future developments are aimed at reducing the rates of false alarms to further enhance usability.
False alarms are inevitable with current VCA technologies, and will probably continue to remain an issue for some years to come. What's important is minimizing the rates of false alarm in the VCA system for smoother operations and prevent wasting resources to address false alarms. False alarms can be set off by falling leaves, weather conditions, lighting reflections, and other common factors, especially in crowded settings where there are constant movements of people and objects. The more complicated a setting is, the more likely there will be false alarms. Multiple approaches – rule-based and/or artificial intelligence-based – can be taken to provide a solution. Different demographics will require different ca...