A 'no-threshold' histogram-based image segmentation method

被引：37
|
作者：
Bonnet, N
Cutrona, J
Herbin, M
机构：
[1] Hop Maison Blanche, INSERM, UMRS, F-51092 Reims, France
[2] Univ Reims, IUT, LERI, F-51687 Reims 2, France
来源：
PATTERN RECOGNITION | 2002年 / 35卷 / 10期
关键词：
image; segmentation; fuzzy logic; probabilistic relaxation; probability density;
D O I：
10.1016/S0031-3203(02)00057-2
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Although most histogram-based image segmentation methods rely on the identification of a good threshold, we show that thresholding is not mandatory. Instead, we propose the association of grades of membership to each individual pixel. in order to perform probabilistic relaxation in the image space (which realizes some kind of regularization) and finally to obtain the segmented image through defuzzyfication of the relaxed grades of membership. (C) 2002 Pattern Recognition Society. Published by Elsevier Science Ltd. All rights reserved.
引用
收藏
页码：2319 / 2322
页数：4
相关论文
共 50 条
  • [21] Image threshold segmentation method based on gu proved 2-D histogram
    Lu, Rong
    Shen, Yi
    [J]. Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2004, 26 (10): : 1487 - 1490
  • [22] Fuzzy color histogram-based video segmentation
    Kucuktunc, Onur
    Gudukbay, Ugur
    Ulusoy, Ozguer
    [J]. COMPUTER VISION AND IMAGE UNDERSTANDING, 2010, 114 (01) : 125 - 134
  • [23] A histogram-based segmentation method for characterization of self-assembled hexagonal lattices
    Abdollahifard, Mohammad J.
    Faez, Karim
    Pourfard, Mohammadreza
    Abdollahi, Mojtaba
    [J]. APPLIED SURFACE SCIENCE, 2011, 257 (24) : 10443 - 10450
  • [24] Using Fuzzy c-Means Cluster for Histogram-Based Color Image Segmentation
    Huang, Zhi-Kai
    Xie, Yun-Ming
    Liu, De-Hui
    Hou, Ling-Ying
    [J]. 2009 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND COMPUTER SCIENCE, VOL 1, PROCEEDINGS, 2009, : 597 - 600
  • [25] Histogram-based method for contrast measurement
    Sanchez-Brea, Luis Miguel
    Quiroga, Juan Antonio
    Garcia-Botella, Angel
    Bernabeu, Eusebio
    [J]. Applied Optics, 2000, 39 (23): : 4098 - 4106
  • [26] Histogram-based method for contrast measurement
    Sanchez-Brea, LM
    Quiroga, JA
    Garcia-Botella, A
    Bernabeu, E
    [J]. APPLIED OPTICS, 2000, 39 (23) : 4098 - 4106
  • [27] A histogram-based technique for echocardiographic image enhancement
    Zwirn, G
    Akselrod, S
    [J]. Computers in Cardiology 2004, Vol 31, 2004, 31 : 81 - 84
  • [28] Improvement of histogram-based image retrieval and classification
    Siggelkow, S
    Burkhardt, H
    [J]. 16TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL III, PROCEEDINGS, 2002, : 367 - 370
  • [29] Modified histogram-based segmentation and adaptive distance tracking of sperm cells image sequences
    Kheirkhah, Fateme Mostajer
    Mohammadi, Hamid Reza Sadegh
    Shahverdi, Abdolhossein
    [J]. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2018, 154 : 173 - 182
  • [30] ADAPTIVE HISTOGRAM-BASED FILTER FOR IMAGE RESTORATION
    Wang Baoping Fan Jiulun Xie Weixin Wu Chengmao(School of Electronics Engineering
    [J]. Journal of Electronics(China), 2004, (04) : 306 - 313
12345