An Efficient Euler Number Computing Algorithm

被引:0
|
作者
Chao, Yuyan [1 ]
Kang, Shiying [2 ]
Yao, Bin [3 ]
Zhao, Xiao [3 ]
He, Lifeng [3 ,4 ]
机构
[1] Nagoya Sangyo Univ, Grad Sch Environm Management, Owariasahi, Aichi 4888711, Japan
[2] Xianyang Normal Univ, Sch Informat Engn, Xianyang 712000, Shaanxi, Peoples R China
[3] Shaanxi Univ Sci & Technol, Artificial Intelligence Inst, Xian 710021, Shaanxi, Peoples R China
[4] Aichi Prefectural Univ, Fac Informat Sci & Technol, Nagakute, Aichi 4801198, Japan
来源
2015 IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION | 2015年
关键词
Euler number; topological feature; pattern recognition; run; image processing; BINARY IMAGES; COMPUTATION; OBJECT;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The Euler number of a binary image is a very important topological property for image processing pattern recognition, and computer vision. This paper proposes an efficient run-based algorithm for Euler number computing. For calculating 8-neighbor runs, unlike the conventional run-based algorithm, which needs to record start points and end points of all runs, our algorithm only needs to record end points of runs in odd rows. By our method, the number of pixel accesses required for computing Euler number will decrease. Experimental results on various noise images demonstrated that our algorithm outperforms conventional Euler number computing algorithms.
引用
收藏
页码:1167 / 1171
页数:5
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