Table 1.
List of component technologies and supporting approaches for smart video surveillance
Component technology | Supporting approach |
---|---|
Object detection | Adaptive background subtraction with healing and salient motion detection. |
Two-dimensional object tracking | Maximum likelihood classification scheme to resolve foreground pixels into the component objects. |
Three-dimensional wide-baseline stereo object tracking | Using two overlapping views of the scene and locating the same scene point in the two views using two PTZ cameras. 3D night-vision stereoscopic photogrammetry |
Object classification | An image-based approach and a video tracking-based approach. |
Object structure analysis | Detection technique uses the smoothed silhouette of the foreground object, as segmented using background subtraction. |
Face cataloger application | The face cataloger uses computer-controlled PTZ cameras driven by a 3-D wide-baseline stereo tracking system. The PTZ cameras automatically acquire zoomed-in views of a person’s head without constraining the subject to be at a particular location. |