DocumentCode :
1349734
Title :
RETIMAC: REal-TIme Motion Analysis Chip
Author :
Nesi, Paolo ; Innocenti, Fabrizio ; Pezzati, Paolo
Author_Institution :
Dept. of Syst. & Inf., Florence Univ., Italy
Volume :
45
Issue :
3
fYear :
1998
fDate :
3/1/1998 12:00:00 AM
Firstpage :
361
Lastpage :
375
Abstract :
Motion estimation is relevant for applications of both motion-compensated image sequence processing and dynamic scene analysis of computer vision. Different approaches and solutions have been proposed for these two applicative fields. In some cases, parallel architectures and dedicated chips for motion estimation in real-time have been developed. In this paper, a low-cost REal-TIme Motion Analysis Chip, RETIMAC, is presented, which is suitable for dynamic scene analysis in computer vision applications. This chip is capable of estimating optical flow fields in real-time, and has been especially developed for project OFCOMP (Optical Flow for COunting Moving People) DTM 45 ESPRIT III MEPI. It can be profitably used also for autonomous navigation, tracking, surveillance, counting moving objects, measuring velocity, etc., and for several computer vision applications which require as a first processing step the estimation of the apparent velocity of each pixel in the image plane (e.g., optical flow, velocity field). RETIMAC implements a gradient-based solution which has been demonstrated to be more reliable and precise with respect to several solutions proposed in the literature
Keywords :
computer vision; digital signal processing chips; image sequences; motion estimation; real-time systems; OFCOMP; RETIMAC; computer vision; dynamic scene analysis; gradient-based approach; image sequence processing; motion compensation; motion estimation; optical flow; parallel architecture; real-time motion analysis chip; velocity field; Application software; Computer vision; Image analysis; Image motion analysis; Image sequences; Motion analysis; Motion estimation; Navigation; Parallel architectures; Surveillance;
fLanguage :
English
Journal_Title :
Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1057-7130
Type :
jour
DOI :
10.1109/82.664242
Filename :
664242
Link To Document :
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