Kitware has expertise in developing solutions for identifying activities and understanding behaviors based on the interaction of people and vehicles with the environment. The underlying concept is to recognize behavior patterns based on static and dynamic evidential descriptors contained within the video such as location, objects, and activities being performed. Our solutions are based on powerful, mathematical representations and demonstrated in diverse and challenging real-world scenarios such as street surveillance and football videos.
These capabilities, in addition to advances to the current state-of-the-art in video recognition, are necessary to overcome a key challenge in video understanding: the recognition of any event and object in a limitless number of styles, qualities, and scenes.
To learn more about our efforts in activity recognition and behavior analysis, please see our 2010 ECCV paper and 2012 WACV paper.