Using Enhanced Reordered Census Transform for Semiglobal Stereo Matching Algorithm

Author:

Wu Xiang12ORCID,Lian Hao1ORCID,Bao Xiangwei1ORCID,Zhang Shijie1ORCID,Chen Tianfei2ORCID

Affiliation:

1. School of Electrical Engineering, Henan University of Technology, Zhengzhou 450000, China

2. Key Laboratory of Grain Information Processing and Control, Ministry of Education, Henan University of Technology, Zhengzhou 450000, China

Abstract

We present a semiglobal stereo matching technique that combines enhanced census transform with unidirectional dynamic programming optimization. This method not only improves matching accuracy but also substantially reduces noise interference by using the 8-domain pixel median instead of the centre pixel in the standard technique and optimizing the initial matching generation value with the 8-path aggregation optimization algorithm. The experimental findings show that this suggested strategy efficiently avoids interference produced by various noises and reduces the false matching rate significantly.

Funder

Henan University

Publisher

Hindawi Limited

Subject

Computer Networks and Communications,Computer Science Applications

Reference18 articles.

1. Stereo matching algorithm based on improved census transform and dynamic program-mming;S. Zhu;Acta Optica Sinica,2016

2. PMBP: PatchMatch Belief Propagation for Correspondence Field Estimation

3. LogCut-efficient graph cut optimization for markov random fields [C];V. Lempitsky

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3