A new regions matching for color stereo images

被引:18
|
作者
El Ansari, Mohamed
Masmoudi, Lhoussaine
Bensrhair, Abdelaziz
机构
[1] Ibn Zohr Univ, Fac Sci, Dept Math & Comp Sci, LabSIV, Agadir 80000, Morocco
[2] Mohamed V Univ, Fac Sci, Dept Phys, LETS, Rabat, Morocco
[3] INSA Rouen, LITIS EA 4051, F-76131 Mont St Aignan, France
关键词
stereo vision; region matching; color stereo images;
D O I
10.1016/j.patrec.2007.04.011
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper deals with the regions matching problem of a pair of color stereoscopic images. The proposed approach is carried out in two main steps. The first step selects the candidate matches, which meet the relative position and the overlapping constraints. The second one finds, among these candidates, the correct matches according to a cost function which we define. To guarantee a great similarity between corresponding regions, we propose a new color-based cost function to disambiguate false matches. The cost function take into account the local property at the vicinity of region boundaries. The method is tested on synthesized and real stereo images and the results are satisfactory. (c) 2007 Elsevier B.V. All rights reserved.
引用
收藏
页码:1679 / 1687
页数:9
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