TY  - JOUR
AU  - Bellamine, Insaf 
AU  - Tairi, Hamid 
PY  - 2014
TI  - MOTION DETECTION USING THE SPACE-TIME INTEREST POINTS
JF  - Journal of Computer Science
VL  - 10
IS  - 5
DO  - 10.3844/jcssp.2014.828.839
UR  - https://thescipub.com/abstract/jcssp.2014.828.839
AB  - Space-Time Interest Points (STIP) are among all the interesting features which can be extracted from videos; they are simple, robust and they allow a good characterization of a set of regions of interest corresponding to moving objects in a three-dimensional observed scene. In this study, we show how the resulting features often reflect interesting events that can be used for a compact representation of video data as well as for tracking. For a good detection of moving objects, we propose to apply the algorithm of the detection of spatiotemporal interest points on both components of the decomposition which is based on a Partial Differential Equation (PDE): A geometric structure component and a texture component. Proposed results are obtained from very different types of videos, namely sport videos and animation movies.