Stereo Matching Based on Efficient Image-Guided Cost Aggregation

被引：3

作者：

Zhan, Yunlong ^{[1
]}

Gu, Yuzhang ^{[1
]}

Zhang, Xiaolin ^{[1
]}

Qu, Lei ^{[1
]}

Pi, Jiatian ^{[1
]}

Huang, Xiaoxia ^{[1
]}

Wang, Yingguan ^{[1
]}

Luo, Jufeng ^{[1
]}

Qiu, Yunzhou ^{[1
]}

机构：

[1] Chinese Acad Sci, Key Lab Wireless Sensor Network & Commun, Shanghai Inst Microsyst & Informat Technol, Shanghai 200050, Peoples R China

来源：

IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS | 2016年 / E99D卷 / 03期

关键词：

stereo matching; guidance image; cost aggregation; guided filter; bilateral filter;

D O I：

10.1587/transinf.2015EDL8223

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Cost aggregation is one of the most important steps in local stereo matching, while it is difficult to fulfill both accuracy and speed. In this letter, a novel cost aggregation, consisting of guidance image, fast aggregation function and simplified scan-line optimization, is developed. Experiments demonstrate that the proposed algorithm has competitive performance compared with the state-of-art aggregation methods on 32 Middlebury stereo datasets in both accuracy and speed.

引用

页码：781 / 784

页数：4

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