Gebundenes Buch

Machine Learning for Vision-Based Motion Analysis

Theory and Techniques

Herausgegeben: Wang, Liang; Zhao, Guoying; Cheng, Li; Pietikäinen, Matti
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Techniques of vision-based motion analysis aim to detect, track, identify, and generally understand the behavior of objects in image sequences. With the growth of video data in a wide range of applications from visual surveillance to human-machine interfaces, the ability to automatically analyze and understand object motions from video footage is of increasing importance. Among the latest developments in this field is the application of statistical machine learning algorithms for object tracking, activity modeling, and recognition.Developed from expert contributions to the first and second Int...