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METHOD OF DETERMINING MOTION-RELATED FEATURES AND METHOD OF PERFORMING MOTION CLASSIFICATION

Abstract : The invention relates to a method of determining motion-related features (Fm) pertaining to the motion of an object (1), which method comprises obtaining a sequence of images (f1, f2,..., fn) of the object (1), processing at least parts of the images (f1, f2,..., fn) to extract a number of first-order features from the images (f1, f2,..., fn), computing a number of statistical values pertaining to the first-order features, combining the statistical values into a number of histograms (HLC, HG), and determining the motion- related features (Fm) for the object (1) based on the histograms (HLC, HG). Furthermore, the invention relates to a method for performing motion classification for the motion of an object (1) captured in a sequence of images (f1, f2,..., fn).; Such a motion classification method comprises determining motion-related features (Fm) for the images (f1, f2,..., fn) using the described method of determining motion-related features (Fm), and using the motion-related features (Fm) to classify the motion of the object (1). The invention also relates to a system (3) for determining motion-related features (Fm) pertaining to an object (1) in an image (f1), and to a system (4) for performing motion classification for the motion of an object ( 1 ).
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https://hal-supelec.archives-ouvertes.fr/hal-00343573
Contributor : Sébastien van Luchene <>
Submitted on : Tuesday, December 2, 2008 - 10:10:13 AM
Last modification on : Thursday, March 29, 2018 - 11:06:04 AM

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  • HAL Id : hal-00343573, version 1

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Citation

Olivier Pietquin, Vasanth Philomin. METHOD OF DETERMINING MOTION-RELATED FEATURES AND METHOD OF PERFORMING MOTION CLASSIFICATION. France, Patent n° : WO2008139399. 2008, pp.32. ⟨hal-00343573⟩

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