A segmentation-free approach for skeletonization of gray-scale images via anisotropic vector diffusion

被引:0
|
作者
Yu, ZY [1 ]
Bajaj, C [1 ]
机构
[1] Univ Texas, Dept Comp Sci, Austin, TX 78712 USA
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper we describe a method for skeletonization of gray-scale images without segmentation. Our method is based on anisotropic vector diffusion. The skeleton strength map, calculated from the diffused vector field, provides us a measure of how possible each pixel could be on the skeletons. The final skeletons are traced from the skeleton strength map, which mimics the behavior of edge detection from the edge strength map of the original image. A couple of real or synthesized images will be shown to demonstrate the performance of our algorithm.
引用
收藏
页码:415 / 420
页数:6
相关论文
共 34 条
  • [1] Segmentation-free skeletonization of gray-scale images via PDE's
    Chung, DH
    Sapiro, G
    2000 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL II, PROCEEDINGS, 2000, : 927 - 930
  • [2] A pseudo-distance map for the segmentation-free skeletonization of gray-scale images
    Jang, JH
    Hong, KS
    EIGHTH IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION, VOL II, PROCEEDINGS, 2001, : 18 - 23
  • [3] Intensity-Based Skeletonization of CryoEM Gray-Scale Images Using a True Segmentation-Free Algorithm
    Al Nasr, Kamal
    Liu, Chunmei
    Rwebangira, Mugizi
    Burge, Legand
    He, Jing
    IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2013, 10 (05) : 1289 - 1298
  • [4] Skeletonization of gray-scale images by gray weighted distance transform
    Qian, K
    Cao, S
    Bhattacharya, P
    VISUAL INFORMATION PROCESSING VI, 1997, 3074 : 224 - 228
  • [5] SEGMENTATION OF INTENSITY BASINS IN GRAY-SCALE IMAGES
    NGAN, PM
    COOMBS, BD
    COMPUTERS AND BIOMEDICAL RESEARCH, 1994, 27 (01): : 39 - 44
  • [6] Multiscale morphological segmentation of gray-scale images
    Mukhopadhyay, S
    Chanda, B
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2003, 12 (05) : 533 - 549
  • [7] PMM based segmentation of Gray-scale images
    Chawla, Karandeep Singh
    Bora, P. K.
    2009 ANNUAL IEEE INDIA CONFERENCE (INDICON 2009), 2009, : 545 - 548
  • [8] A Novel Approach for Unsupervised Segmentation of Homogeneous Regions in Gray-scale Images
    王郁中
    杨杰
    周大可
    郑元杰
    Journal of DongHua University, 2004, (03) : 123 - 129
  • [9] Novel approach for unsupervised segmentation of homogeneous regions in gray-scale images
    Wang, Yu-Zhong
    Yang, Jie
    Zhou, Da-Ke
    Zheng, Yuan-Jie
    Journal of Dong Hua University (English Edition), 2004, 21 (03): : 123 - 129
  • [10] Simple layout segmentation of gray-scale document images
    Suvichakorn, A
    Watcharabusaracum, S
    Sinthupinyo, W
    DOCUMENT ANALYSIS SYSTEM V, PROCEEDINGS, 2002, 2423 : 245 - 248