Institute of Computing Technology, Chinese Academy IR
A new edge detector based on Fresnel diffraction | |
Diao, Luhong; Yu, Bin; Li, Hua | |
2007-05-01 | |
发表期刊 | PATTERN RECOGNITION LETTERS |
ISSN | 0167-8655 |
卷号 | 28期号:7页码:859-864 |
摘要 | This paper proposed an edge detection scheme which is deduced from Fresnel diffraction. Analysis in this paper shows that Fresnel convolution kernel function performs well on edge enhancement when images are transformed into complex functions. Due to its mathematical complexity, the method is simplified into a linear convolution filter. The new edge detector is designed based on the simplified linear filter. Experimental results indicate that the new detector gives quantitative results equal to the Canny detector while it is more simple to be implemented. (c) 2006 Elsevier B.V. All rights reserved. |
关键词 | edge detection Fresnel diffraction complex functions ROC curve |
DOI | 10.1016/j.patrec.2006.12.004 |
收录类别 | SCI |
语种 | 英语 |
WOS研究方向 | Computer Science |
WOS类目 | Computer Science, Artificial Intelligence |
WOS记录号 | WOS:000245060700011 |
出版者 | ELSEVIER SCIENCE BV |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://119.78.100.204/handle/2XEOYT63/10943 |
专题 | 中国科学院计算技术研究所期刊论文_英文 |
通讯作者 | Diao, Luhong |
作者单位 | 1.Chinese Acad Sci, Key Lab Intelligent Informat Proc, Inst Comp Technol, Beijing, Peoples R China 2.Grad Univ, Chinese Acad Sci, Beijing, Peoples R China 3.Shenzhen Univ, Inst Optoelectron, Shenzhen, Peoples R China |
推荐引用方式 GB/T 7714 | Diao, Luhong,Yu, Bin,Li, Hua. A new edge detector based on Fresnel diffraction[J]. PATTERN RECOGNITION LETTERS,2007,28(7):859-864. |
APA | Diao, Luhong,Yu, Bin,&Li, Hua.(2007).A new edge detector based on Fresnel diffraction.PATTERN RECOGNITION LETTERS,28(7),859-864. |
MLA | Diao, Luhong,et al."A new edge detector based on Fresnel diffraction".PATTERN RECOGNITION LETTERS 28.7(2007):859-864. |
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