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《Journal of Shanghai Jiaotong University》 2005-S1
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The Multi-Scale Image Segmentation Algorithm Based on Gaussian Vector Field (GVF) Snake Model

GUO Li-hua, LI Jian-hua, YUAN Xiao-tong, YANG Shu-tang(School of Electronic, Information and Electrical Eng., Shanghai Jiaotong Univ., Shanghai 200030, China)  
A Gaussian vector field (GVF) snake algorithm was proposed to solve the shortcomings of weak edge and high computation in snake model, which combines the region information with GVF to efficiently solve the weak edge problem, and is implemented by multi-scale Level Set method to improve the speed of computation. The experimental results show that this algorithm efficiently implements the image segmentation, and greatly decreases the cost-time of the snake algorithm.
【Fund】: 国家高技术研究发展计划(863)项目(2002AA145090)
【CateGory Index】: TP391.41
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Chinese Journal Full-text Database 2 Hits
1 NI Chao1,2,LI Qi2,XIA Liang-zheng2(1.School of Mechanical and Electronic Engineering,Nanjing Forestry University,Nanjing 210037,China;2.School of Automation,Southeast University,Nanjing 210096,China);Improved Chan-Vese Model Based on Wavelet Multiscale Transform for Infrared Image Segmentation[J];Opto-Electronic Engineering;2009-07
2 WU Xiao-hong,LUO Dai-sheng,WANG Zheng-yong,TANG Wei-li,ZHAO Wen-bin(School of Electronics and Info.Eng.,Sichuan Univ.,Chengdu 610064,China);Edgeflow-based Multi-scale Level Set Segmentation for Conglomerate Images[J];Journal of Sichuan University(Engineering Science Edition);2008-01
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1 YU Rui-xing,LI Yan-jun,ZHANG Ke(College of Astronautics,Northwestern Polytechnical University,Xi′an 710072,China);Multiresolution Level Set Studying Based on Wavelet Transform[J];Acta Photonica Sinica;2007-02
2 Cai Chao Zhou Chengping Ding Mingyue Zhang Tianxu Assoc.Prof.;Institute for Pattern Recognition & AI,Huazhong Univ.of Sci.& Tech.,Wuhan 430074,China.;Automatic segmentation of infrared images based on improved C-V method[J];Journal of Huazhong University of Science and Technology(Nature Science Edition);2006-03
3 QIN An FENG Qian-jin CHEN Wu-fan (Biomedical Engineering Department,Southern Medical University,Guangzhou 510515);A Novel Wavelet Multi-scale Level Set Algorithm for Robust Segmentation of Echocardiographic Images[J];Computer Engineering and Applications;2006-30
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【Secondary References】
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1 ZHAO Wen-qi1,JIA Yuan1,PENG Zeng-qi2(1.Southwest University of Science and Technology,Mianyang 621010,China;2.Ministry of Agriculture Key Laboratory of Agricultural and Animal Products Processing and Quality Control,Nanjing Agricultural University,Nanjing 210095,China);Level Set Segmentation Method Based on Edge Flow Technology Used in Rib-eye Image of Beef Carcass Segmentation[J];Computer Technology and Development;2009-04
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