A Global Stereo Matching Algorithm Based on Adaptive Support-Weight and Graph Cut

被引：1

作者：

Yu, Guohe ^{[1
]}

Liu, Jianming ^{[1
]}

Xie, Xusheng ^{[1
]}

Zeng, Jiguo ^{[1
]}

机构：

[1] Jiangxi Normal Univ, Coll Comp & Informat Engn, Nanchang, Peoples R China

来源：

NEW TRENDS IN MECHATRONICS AND MATERIALS ENGINEERING | 2012年 / 151卷

关键词：

stereo matching; graph cuts; stereo vision; ENERGY MINIMIZATION;

D O I：

10.4028/www.scientific.net/AMM.151.612

中图分类号：

TH [机械、仪表工业];

学科分类号：

0802 ;

摘要：

For the stereo matching problem in the non-texture, occluded and depth discontinuity regions, a new stereo matching algorithm that based on the adaptive support-weight of Graph Cuts is proposed. It can reduce the matching error in the depth discontinuity and non-texture regions by the single adaptive support-weight matching methods. The occlusion and smoothness penalty is considered by building the energy function. The experimental results show that the proposed algorithm can achieve more precise and reliability matching.

引用

页码：612 / 616

页数：5

共 13 条

[1] A pixel dissimilarity measure that is insensitive to image sampling
Birchfield, S
Tomasi, C
[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1998, 20 (04) : 401 - 406
[2] Fast approximate energy minimization via graph cuts
Boykov, Y
Veksler, O
Zabih, R
[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2001, 23 (11) : 1222 - 1239
[3] An experimental comparison of min-cut/max-flow algorithms for energy minimization in vision
Boykov, Y
Kolmogorov, V
[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2004, 26 (09) : 1124 - 1137
[4] Ford LR, 1962, FLOWS NETWORKS
[5] International research community of stereo matching algorithm, 2009, INT RES COMMUNITY ST
[6] A STEREO MATCHING ALGORITHM WITH AN ADAPTIVE WINDOW - THEORY AND EXPERIMENT
KANADE, T
OKUTOMI, M
[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1994, 16 (09) : 920 - 932
[7] Kolmogorov V, 2002, LECT NOTES COMPUT SC, V2352, P82
[8] Kolmogorov V, 2001, EIGHTH IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION, VOL II, PROCEEDINGS, P508, DOI 10.1109/ICCV.2001.937668
[9] Schaffalitzky F, 2001, EIGHTH IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION, VOL II, PROCEEDINGS, P636, DOI 10.1109/ICCV.2001.937686
[10] A taxonomy and evaluation of dense two-frame stereo correspondence algorithms
Scharstein, D
Szeliski, R
[J]. INTERNATIONAL JOURNAL OF COMPUTER VISION, 2002, 47 (1-3) : 7 - 42

← 1 2 →