Using evolutionary graph for image segmentation

被引:0
|
作者
Ammour, N. [1 ]
Guessoum, A. [1 ]
Berkani, D. [2 ]
机构
[1] Univ Blida, Dept Elect, Rd Soumaa,BP 270, Blida, Algeria
[2] Natl Polytech Sch El Harrach, Dept Elect Engn, Algiers, Algeria
关键词
evolutionary graph; transition; node; class; contour; region;
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
This paper presents a new method of no supervised image segmentation. It rests on an original strategy which consists in making progress an evolutionary graph which composes the segmented image. The evolution injunction is established statistically after the crossing of a region. The matrix of space composition of the areas in each class is then given. A map of space delimitation of the regions is established by a new way of contours localization and refinement. At last, the segmented image is erected by the combination of the chart of contours and the matrix of the regions.
引用
收藏
页码:131 / +
页数:3
相关论文
共 50 条
  • [21] Microscopic image segmentation using quantum inspired evolutionary algorithm
    Department of Computer Science and Engineering, University Institute of Technology, Burdwan, West Bengal
    713104, India
    不详
    700156, India
    不详
    不详
    310130, Romania
    不详
    1113, Bulgaria
    J. Adv. Microso. Res., 3 (164-173):
  • [22] The Two Step Mutation Evolutionary Programming using in Image Segmentation
    Fang, Liu
    MATERIALS SCIENCE AND INFORMATION TECHNOLOGY, PTS 1-8, 2012, 433-440 : 5459 - 5462
  • [23] Interactive Grain Image Segmentation using Graph Cut Algorithms
    Waggoner, Jarrell
    Zhou, Youjie
    Simmons, Jeff
    Salem, Ayman
    De Graef, Marc
    Wang, Song
    COMPUTATIONAL IMAGING XI, 2013, 8657
  • [24] Image retrieval using fuzzy segmentation and a graph matching technique
    Hlaoui, A
    Sun, HJ
    Wang, SR
    2002 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-4, PROCEEDINGS, 2002, : 1987 - 1992
  • [25] Carotid artery ultrasound image segmentation using graph cuts
    Abdel-Dayem, Amr R.
    El-Sakka, Mahmoud R.
    COMPUTATIONAL VISION AND MEDICAL IMAGING PROCESSING, 2008, : 275 - 279
  • [26] An Efficient Image Segmentation Algorithm Using Neutrosophic Graph Cut
    Guo, Yanhui
    Akbulut, Yaman
    Sengur, Abdulkadir
    Xia, Rong
    Smarandache, Florentin
    SYMMETRY-BASEL, 2017, 9 (09):
  • [27] Image segmentation by minimum cross entropy using evolutionary methods
    Oliva, Diego
    Hinojosa, Salvador
    Osuna-Enciso, Valentin
    Cuevas, Erik
    Perez-Cisneros, Marco
    Sanchez-Ante, Gildardo
    SOFT COMPUTING, 2019, 23 (02) : 431 - 450
  • [28] Image classification with segmentation graph kernels
    Harchaoui, Zaied
    Bach, Francis
    2007 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-8, 2007, : 612 - +
  • [29] An Enhanced Affinity Graph for Image Segmentation
    Sun, Guodong
    Lin, Kai
    Wang, Junhao
    Zhang, Yang
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2019, E102D (05) : 1073 - 1080
  • [30] Evolutionary Gibbs sampler for image segmentation
    Wang, X
    Wang, H
    ICIP: 2004 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1- 5, 2004, : 3479 - 3482