Evaluation of Dynamic Programming among the Existing Stereo Matching Algorithms

被引:0
作者
Huat, Teo Chee [1 ]
bin Abd Manap, Nurulfajar [1 ]
机构
[1] Univ Tekn Malaysia Melaka, FKEKK, Fac Elect & Comp Engn, Dept Elect Engn, Melaka, Malaysia
来源
INTERNATIONAL CONFERENCE ON MATHEMATICS, ENGINEERING AND INDUSTRIAL APPLICATIONS 2014 (ICOMEIA 2014) | 2015年 / 1660卷
关键词
Dynamic programming; disparity; comparison; stereo matching algorithms; RECONSTRUCTION;
D O I
10.1063/1.4915817
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
There are various types of existing stereo matching algorithms on image processing which applied on stereo vision images to get better results of disparity depth map. One of them is the dynamic programming method. On this research is to perform an evaluation on the performance between the dynamic programming with other existing method as comparison. The algorithm used on the dynamic programming is the global optimization which provides better process on stereo images like its accuracy and its computational efficiency compared to other existing stereo matching algorithms. The dynamic programming algorithm used on this research is the current method as its disparity estimates at a particular pixel and all the other pixels unlike the old methods which with scanline based of dynamic programming. There will be details on every existing methods presented on this paper with the comparison between the dynamic programming and the existing methods. This can propose the dynamic programming method to be used on many applications in image processing.
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页数:6
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