Clustering based region growing algorithm for color image segmentation

被引：0
|
作者：
Cramariuc, B
Gabbouj, M
Astola, J
机构：
来源：
DSP 97: 1997 13TH INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING PROCEEDINGS, VOLS 1 AND 2: SPECIAL SESSIONS | 1997年
关键词：
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
We propose an image segmentation method based on combining unsupervised clustering in the color space with region growing in the image space. No 'a priori' knowledge is required about the number of regions in the image. The algorithm is useful for marker extraction or complete segmentation of multidimensional, and in particular color, images. The running time depends mostly upon the speed of the unsupervised clustering algorithm that is used.
引用
收藏
页码：857 / 860
页数：4
相关论文
共 50 条
  • [1] Color Image Segmentation Based on Blocks Clustering and Region Growing
    Sima, Haifeng
    Liu, Lixiong
    Guo, Ping
    [J]. NEURAL INFORMATION PROCESSING, PT III, 2011, 7064 : 459 - 466
  • [2] Color Image Segmentation Method Based on Region Growing and Ant Colony Clustering
    Mao Xinyan
    Zhang Ying
    Hu Yanxiao
    Sun Binjie
    [J]. PROCEEDINGS OF THE 2009 WRI GLOBAL CONGRESS ON INTELLIGENT SYSTEMS, VOL I, 2009, : 173 - 177
  • [3] Color Image Segmentation to the RGB and HSI Model Based on Region Growing Algorithm
    Alsultanny, Yas A.
    [J]. RECENT ADVANCES IN COMPUTER ENGINEERING AND APPLICATIONS: PROCEEDINGS OF THE 4TH WSEAS INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND APPLICATIONS (CEA 10), 2009, : 63 - +
  • [4] An Adaptive Single Seed Based Region Growing Algorithm for Color Image Segmentation
    Jain, Puneet Kumar
    Susan, Seba
    [J]. 2013 ANNUAL IEEE INDIA CONFERENCE (INDICON), 2013,
  • [5] Color Image Segmentation on Region Growing and Multi-scale Clustering
    Jia, Zong-pu
    Wang, Wei-xing
    Sun, Jun-ding
    Wei, Tai-wen
    [J]. COLOR IMAGING XVI: DISPLAYING, PROCESSING, HARDCOPY, AND APPLICATIONS, 2011, 7866
  • [6] COMPARATIVE STUDY OF COLOR IMAGE SEGMENTATION BY THE SEEDED REGION GROWING ALGORITHM
    Charifi, Rajaa
    Essbai, Najia
    Mansouri, Anass
    Zennayi, Yahya
    [J]. 2018 IEEE 5TH INTERNATIONAL CONGRESS ON INFORMATION SCIENCE AND TECHNOLOGY (IEEE CIST'18), 2018, : 279 - 284
  • [7] Fuzzy Clustering Color Image Segmentation Algorithm Based on CPSO
    Zhang, XiaoHong
    Ning, HongMei
    [J]. ADVANCED BUILDING MATERIALS AND STRUCTURAL ENGINEERING, 2012, 461 : 526 - 531
  • [8] Color Image Segmentation Algorithm Based on Affinity Propagation Clustering
    Wang, Lei
    Zhang, Lin
    [J]. FOUNDATIONS OF INTELLIGENT SYSTEMS (ISKE 2011), 2011, 122 : 731 - 739
  • [9] A region growing and merging algorithm to color segmentation
    Tremeau, A
    Borel, N
    [J]. PATTERN RECOGNITION, 1997, 30 (07) : 1191 - 1203
  • [10] On combining region-growing with non-parametric clustering for color image segmentation
    Bo, Shukui
    Ding, Lin
    Jing, Yongju
    [J]. CISP 2008: FIRST INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOL 3, PROCEEDINGS, 2008, : 715 - +
12345