DocumentCode :
329477
Title :
Velocity selective spatio-temporal filters for motion analysis in image sequence
Author :
Ambellouis, S. ; Cabestaing, F. ; Postaire, J.-G.
Author_Institution :
Inst. Nat. de REcherche sur les Transp. et Leur Securite, Villeneuve d´´Ascq, France
Volume :
1
fYear :
1998
fDate :
4-7 Oct 1998
Firstpage :
231
Abstract :
Toward real-time implementation of optical flow methods, we present an IIR filter structure suitable for local motion analysis. The motion analysis framework is divided into three steps. A set of velocity tuned filters is first applied to the image sequence. Then, for each pixel, the filter which gives the maximal response is selected. Finally, a segmentation step allows a clustering of pixels according to the previously computed motion index. We only focus on the first step of the method. We present the structure of the proposed IIR filters and show the influence of the parameters on their selectivity
Keywords :
IIR filters; filtering theory; image motion analysis; image sampling; image segmentation; image sequences; pattern clustering; IIR filter structure; image segmentation; image sequence; local motion analysis; maximal response; motion analysis; motion index; optical flow methods; pixels clustering; real-time implementation; spatial resampling; temporal resampling; velocity selective spatio-temporal filters; velocity tuned filters; Finite impulse response filter; Fourier transforms; Frequency; IIR filters; Image motion analysis; Image sequences; Layout; Motion analysis; Optical computing; Optical filters;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
0-8186-8821-1
Type :
conf
DOI :
10.1109/ICIP.1998.723463
Filename :
723463
Link To Document :
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