COOPERATIVE FUSION OF STEREO AND MOTION

Authors
Citation
Ayk. Ho et Tc. Pong, COOPERATIVE FUSION OF STEREO AND MOTION, Pattern recognition, 29(1), 1996, pp. 121-130
Citations number
13
Categorie Soggetti
Computer Sciences, Special Topics","Engineering, Eletrical & Electronic","Computer Science Artificial Intelligence
Journal title
ISSN journal
00313203
Volume
29
Issue
1
Year of publication
1996
Pages
121 - 130
Database
ISI
SICI code
0031-3203(1996)29:1<121:CFOSAM>2.0.ZU;2-L
Abstract
This paper presents a new cooperative matching algorithm based on the integration of stereo and motion cues. In this algorithm, stereo dispa rity and image flow values are recovered from two successive pairs of stereo images by solving the stereo and motion correspondence problems . Feature points are extracted from the images as matching objects. Th e entire matching process composes of a network of four subprocesses ( two for stereo and two for motion). Each of the subprocesses can acces s information from connected nodes to perform the disambiguation. The ''best'' matches are obtained in a relaxation manner using the 3-D con tinuity constraint. Experimental results are presented to illustrate t he performances of the proposed method.