April 2020
Intermediate to advanced
438 pages
12h 2m
English
Content preview from Python Image Processing Cookbook
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Multiple object tracking with Python-OpenCV
Object tracking (in a video) is an image/video processing task that locates one or multiple moving objects over time. The goal of the task is to find an association between the target object(s) in the successive video frames. The task becomes difficult when the objects move faster relative to the frame rate or when the object to be tracked changes its orientation over time. The object tracking systems use a motion model taking into account how the target object may change for different possible motions of the object.
Object tracking is useful in human-computer interaction, security/surveillance, traffic control, and many more areas. Since it considers the appearance and the location of an object ...
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