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一种基于小波变换的图像边缘检测方法和实现

One Image Edge Detection Based on Wavelet Transform and Its Realization
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摘要 介绍了小波变换的基本理论以及小渡分析方法用于图像边缘检测的基本原理及利用小波变换进行边缘检测的方法。接着重点研究了基于B样条小波的多尺度边缘检测,并且利用这种方法在几个不同尺度下分别提取了图像边缘。可以看出该方法不仅能准确检测出图像边缘,而且能有效地抑制噪声,优于其他已有的边缘检测方法。 The basic theory of wavelet transforms and Convenience and the availability of wavelet and focus on the methods of edge detection in wavelet transform are introduced.Then focus on the muhi-scale edge detection based on B-spline wavelet and the obtained multiscale wavelet transform was combined with adaptive thresholds to extract image edge at different scales. Results show that this method is superior to the traditional edge detection methods with both precise image edge detection and effectivenoise restraining.
作者 李翔 高尚兵 马岱 陈昊 LI Xiang, GAO Shang-bing, MA Dai, CHEN Hao (1.Dean's Office, Huaiyin Institute of Techlonogy, Huaiyin 223001, China; 2. Department of Computer Engineering,Huaiyin Institute of Techlonogy,Huaiyin 223001, China; 3.Personnel Authority, Huai'an 223001, China)
出处 《电脑知识与技术》 2008年第11期940-941,共2页 Computer Knowledge and Technology
关键词 小波变换 边缘检测 多尺度分析 B样条小波 wavelet transform edge detection multiscale analysis B-spline wavelet
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  • 1安玮 徐晖 李宏 孙仲康.基于奇异性分析的图像直方图分割算法[J].模式识别与人工识能,(1).
  • 2Mallat S, Zhong S. Wavelets transform maxima and multiscale edge[C]. In Wavelets and Their Applications, Beylkin etal(eds), Combridge; Jones and Bartlett, Mar,1992;67-104
  • 3Tang Y Y, Yang L H, Liu J, Ma H. Wavelete Theory and its Application to Pattern Recogntion[M]. World Scientific Singapore, London,2000
  • 4Jiann-Der Lee, Yu-Lin Hsiao. Extract of tumor region in color image using wavelets[J]. An International Journal , Computer and Mathematics with Application,2000;40:793-803
  • 5Mahmoud I, Khlil, Mohamed M, Bayoumi. A dyadic wavelet affine invariant function for 2D shape recognition[J]. IEEE Transaction on Patten Analysis and Machine Intelligence,2001;23(1):1152-1163
  • 6Wang X, Chan E, Mandal M K, Panchanathan S. Wavalet-based image coding using nonlinear interpolative vector quantization[J]. IEEE Transactions on Image Processing,1996;15(3)
  • 7Clarke L P. Extracting lsovolums from three-dimensional torso geometry using PROLOG[J]. IEEE Transactions on Image Processing,1998;12(1)
  • 8Linde Y, Buzo A, Gray R M. Iterative image reconstruction: a wavelet approach[J]. IEEE Transactions on Image Processing,1998;15(1)
  • 9舒昌献,莫玉龙.基于软化形态学的边缘检测[J].中国图象图形学报(A辑),1999,4(2):139-142. 被引量:13
  • 10赵立初,王积分.基于小波分析的图像自适应阈值选择[J].模式识别与人工智能,1999,12(1):79-84. 被引量:6

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