[5] Based on the internal representation that VCA generates in the machine, it is possible to build other functionalities, such as video summarization,[6] identification, behavior analysis, or other forms of situation awareness.
[citation needed] Several articles provide an overview of the modules involved in the development of video analytic applications.
In response to the COVID-19 pandemic, many software manufacturers have introduced new public health analytics like face mask detection or social distancing tracking.
Within a particular surveillance system, the indexing technology is able to locate people with similar features who were within the cameras’ viewpoints during or within a specific period of time.
Typical methods to get an objective idea of the quality in commercial settings include independent benchmarking[20] and designated test locations.
Benchmark video datasets such as the UCF101[25] enables action recognition researches incorporating temporal and spatial visual attention with convolutional neural network and long short-term memory.
[26] The EU is funding a FP7 project called P-REACT[27] to integrate video content analytics on embedded systems with police and transport security databases.
Security contractors program is the software to define restricted areas within the camera's view (such as a fenced off area, a parking lot but not the sidewalk or public street outside the lot) and program for times of day (such as after the close of business) for the property being protected by the camera surveillance.
sends an alert if it detects a trespasser breaking the "rule" set that no person is allowed in that area during that time of day.