Fuzzy Clustering Segmentation Algorithm Research for Sport Graphics based on Artificial Life

被引:0
|
作者
Liang, Li [1 ]
Wang, Hong-wei [1 ]
机构
[1] North China Inst Sci & technol, Dept Phys, Langfang 065201, Peoples R China
来源
ADVANCES IN MECHATRONICS, AUTOMATION AND APPLIED INFORMATION TECHNOLOGIES, PTS 1 AND 2 | 2014年 / 846-847卷
关键词
Artificial life; FCM; Image segmentation; sport graphics;
D O I
10.4028/www.scientific.net/AMR.846-847.1120
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, linking with the basic principle of FCM (Fuzzy c-means clustering) algorithm, on the basis of theory research, the segmented partitions emerge when the state of the lives reaches an equilibrium. The artificial life approach is promising in image processing because it is inherently parallel and coincides with the self-governing biological process. Then combined with intensity-texture-position feature space in order to produce connected regions shown in the image, the final segmentation result is achieved at last. The experiment results prove that in the view of the sport image segmentation, this algorithm provides fast segmentation with high perceptual segmentation quality.
引用
收藏
页码:1120 / 1123
页数:4
相关论文
共 50 条
  • [31] A Fuzzy Clustering Algorithm for Image Segmentation Using Dependable Neighbor Pixels
    Cai, Weiling
    Chen, Songcan
    Lei, Lei
    PROCEEDINGS OF THE 2009 CHINESE CONFERENCE ON PATTERN RECOGNITION AND THE FIRST CJK JOINT WORKSHOP ON PATTERN RECOGNITION, VOLS 1 AND 2, 2009, : 840 - +
  • [32] Image Segmentation via Feature Weighted Fuzzy Clustering by a DCA Based Algorithm
    Hoai Minh Le
    Bich Thuy Nguyen Thi
    Minh Thuy Ta
    Hoai An Le Thi
    ADVANCED COMPUTATIONAL METHODS FOR KNOWLEDGE ENGINEERING, 2013, 479 : 53 - 63
  • [33] A modified fuzzy clustering algorithm based on dynamic relatedness model for image segmentation
    Gao, Xin
    Zhang, Yan
    Wang, Hua
    Sun, Yujuan
    Zhao, Feng
    Zhang, Xiaofeng
    VISUAL COMPUTER, 2023, 39 (04) : 1583 - 1596
  • [34] A New Fuzzy Clustering Algorithm for Medical Image Segmentation Based on Spatial Informations
    Wang, Yan-hua
    Guan, Yi-hong
    Lv, Liang
    Ji, Yun-hai
    PROCEEDINGS OF INTERNATIONAL SYMPOSIUM ON IMAGE ANALYSIS & SIGNAL PROCESSING, 2009, 2009, : 73 - 76
  • [35] Image Segmentation Algorithm Based on Context Fuzzy C-Means Clustering
    Xu Jindong
    Zhao Tianyu
    Feng Guozheng
    Ou Shifeng
    JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2021, 43 (07) : 2079 - 2086
  • [36] Fuzzy Clustering and Deep Neural Network-Based Image Segmentation Algorithm
    Lin, Zhi-jie
    Zhang, Shi-jing
    COMPUTER SCIENCE AND TECHNOLOGY (CST2016), 2017, : 711 - 717
  • [37] A modified fuzzy clustering algorithm based on dynamic relatedness model for image segmentation
    Xin Gao
    Yan Zhang
    Hua Wang
    Yujuan Sun
    Feng Zhao
    Xiaofeng Zhang
    The Visual Computer, 2023, 39 : 1583 - 1596
  • [38] Adaptive robust picture fuzzy clustering segmentation algorithm
    Wu C.
    Sun J.
    Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition), 2019, 47 (04): : 115 - 120
  • [39] A multiobjective spatial fuzzy clustering algorithm for image segmentation
    Zhao, Feng
    Liu, Hanqiang
    Fan, Jiulun
    APPLIED SOFT COMPUTING, 2015, 30 : 48 - 57
  • [40] A modified strategy of fuzzy clustering algorithm for image segmentation
    Zhou, Dongguo
    Zhou, Hong
    SOFT COMPUTING, 2015, 19 (11) : 3261 - 3272