Mahalanobis-distance image segmentation based on two-dimensional histogram

被引：1
|
作者：
Zhang, XR [1 ]
Zuo, HL [1 ]
Yu, YX [1 ]
机构：
[1] Tianjin Univ, Sch Elect Informat Engn, Tianjin, Peoples R China
来源：
IMAGE EXTRACTION, SEGMENTATION, AND RECOGNITION | 2001年 / 4550卷
关键词：
image segmentation; (gray level; average gray level) scatter plot; M-Mabalanobis-; distance;
D O I：
10.1117/12.441471
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
In this paper a new image segmentation method is presented that use modified Mahalanobis-distance (M-Mahalanobis-distance) as a criterion to classify the pixels in the (gray level, average gray level) scatter plot. The experiment results show that this algorithm can give better segmentation results with stronger robustness and faster speed for an image with low contrast, many details and noises.
引用
收藏
页码：264 / 269
页数：6
相关论文
共 50 条
  • [1] Design of two-dimensional mahalanobis distance based ASM and application in lung segmentation
    Wang, Qingzhu, 1600, Binary Information Press (10): : 7027 - 7034
  • [2] Color Image Segmentation Based on Evidence Theory and Two-dimensional Histogram
    Liu, Yan
    Han, Deqiang
    Zhang, Zhe
    Liu, Weifeng
    Zhang, Feihu
    2018 21ST INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION), 2018, : 927 - 932
  • [3] Image Segmentation Based on FCM with Mahalanobis Distance
    Zhang, Yong
    Li, Zhuoran
    Cai, Jingying
    Wang, Jianying
    INFORMATION COMPUTING AND APPLICATIONS, 2010, 6377 : 205 - +
  • [4] Mahalanobis distance based on fuzzy clustering algorithm for image segmentation
    Zhao, Xuemei
    Li, Yu
    Zhao, Quanhua
    DIGITAL SIGNAL PROCESSING, 2015, 43 : 8 - 16
  • [5] Improved pixel relevance based on Mahalanobis distance for image segmentation
    Song L.
    Zhang X.
    International Journal of Information and Computer Security, 2018, 10 (2-3) : 237 - 247
  • [6] Infrared image enhancement based on two-dimensional histogram analysis
    Sun, SY
    Jing, ZH
    Li, ZH
    Liu, G
    APPLICATIONS OF DIGITAL IMAGE PROCESSING XXVI, 2003, 5203 : 729 - 736
  • [7] Image segmentation using PSO and PCM with Mahalanobis distance
    Zhang, Yong
    Huang, Dan
    Ji, Min
    Xie, Fuding
    EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (07) : 9036 - 9040
  • [8] An image segmentation method based on two-dimensional entropy and variance
    Xue, Juntao
    Liu, Zhengguang
    Che, Xiuge
    FOURTH INTERNATIONAL CONFERENCE ON PHOTONICS AND IMAGING IN BIOLOGY AND MEDICINE, PTS 1 AND 2, 2006, 6047
  • [9] Two-dimensional extension of variance-based thresholding for image segmentation
    Fangyan Nie
    Yonglin Wang
    Meisen Pan
    Guanghan Peng
    Pingfeng Zhang
    Multidimensional Systems and Signal Processing, 2013, 24 : 485 - 501
  • [10] Multi-Threshold Image Segmentation based on Two-Dimensional Tsallis
    Xu Dong
    Tang Xu-Dong
    PROCEEDINGS OF 2010 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY (ICCSIT 2010), VOL 6, 2010, : 1 - 5
12345