A SEGMENTATION ALGORITHM FOR COLOR IMAGES

被引：62
|
作者：
SCHETTINI, R
机构：
[1] Institute of Cosmic Physics and Related Technologies, National Research Council, 20131 Milano
来源：
PATTERN RECOGNITION LETTERS | 1993年 / 14卷 / 06期
关键词：
COLOR IMAGE SEGMENTATION; COLOR DESCRIPTION; COLOR CLUSTERING; MERGING STRATEGY; MERGING CRITERIA;
D O I：
10.1016/0167-8655(93)90030-H
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A method that combines clustering and region merging for color image segmentation is presented. We start with clustering based on recursive one-dimensional histogram analysis, where the parameter that controls the segmentation process has been set to produce an oversegmentation. The resulting regions are then merged on the basis of a criterion that takes into account color similarity and spatial proximity.
引用
收藏
页码：499 / 506
页数：8
相关论文
共 50 条
  • [41] Segmentation of images by color features: A survey
    Garcia-Lamont, Farid
    Cervantes, Jair
    Lopez, Asdrubal
    Rodriguez, Lisbeth
    NEUROCOMPUTING, 2018, 292 : 1 - 27
  • [42] MRF clustering for segmentation of color images
    Mukherjee, J
    PATTERN RECOGNITION LETTERS, 2002, 23 (08) : 917 - 929
  • [43] Unsupervised multiscale segmentation of color images
    Jung, Claudio Rosito
    PATTERN RECOGNITION LETTERS, 2007, 28 (04) : 523 - 533
  • [44] An optimization algorithm for the retinal blood vessel segmentation in color images based on ensemble learning
    Zhang, Z. H.
    Ou, W.
    Deng, X. D.
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2019, 125 : 10 - 10
  • [45] Rough segmentation of natural color images using fuzzy-based hierarchical algorithm
    Maeda, J
    Saga, S
    Suzuki, Y
    2004 47TH MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL I, CONFERENCE PROCEEDINGS, 2004, : 217 - 220
  • [46] Rough segmentation of natural color images using fuzzy-based hierarchical algorithm
    Maeda, J. (junji@csse.muroran-it.ac.jp), IEEE Circuits and Systems Society; Hiroshima University (Institute of Electrical and Electronics Engineers Inc.):
  • [47] Multilevel Threshold Segmentation of Skin Lesions in Color Images Using Coronavirus Optimization Algorithm
    Alsahafi, Yousef S.
    Elshora, Doaa S.
    Mohamed, Ehab R.
    Hosny, Khalid M.
    DIAGNOSTICS, 2023, 13 (18)
  • [48] Segmentation of color images of grape diseases using K_means clustering algorithm
    Li G.
    Ma Z.
    Huang C.
    Chi Y.
    Wang H.
    Nongye Gongcheng Xuebao/Transactions of the Chinese Society of Agricultural Engineering, 2010, 26 (SUPPL. 2): : 32 - 37
  • [49] A segmentation algorithm for noisy images
    Xu, Y
    Olman, V
    Uberbacher, EC
    IEEE INTERNATIONAL JOINT SYMPOSIA ON INTELLIGENCE AND SYSTEMS, PROCEEDINGS, 1996, : 220 - 226
  • [50] Segmentation Algorithm of Multispectral Images
    Nikolaeva O.V.
    Mathematical Models and Computer Simulations, 2024, 16 (3) : 340 - 351
12345