Image Segmentation Using Entropy and Uniformity Measure

被引：0
|
作者：
Yang, Dongzhi [1 ]
Wang, Feng [1 ]
机构：
[1] Capital Normal Univ, Sch Math Sci, Beijing 100048, Peoples R China
来源：
PROCEEDINGS OF 2010 INTERNATIONAL SYMPOSIUM ON IMAGE ANALYSIS AND SIGNAL PROCESSING | 2010年
关键词：
Renyi's entropy; parameter; optimal threshold value; uniformity measure; maximum; image segmentation;
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：
A threshold segmentation algorithm based on Renyi's entropy is presented. A new formula of the optimal threshold value with a simple expression form is gained. Renyi's entropy has an adjustable parameter, which makes the processing results have uncertainty. Making use of the uniform measure and the maximum distance between classes, the optimal threshold value is defined. After the selection of the optimal threshold values, images with three peaks are well segmented.
引用
收藏
页码：94 / 96
页数：3
相关论文
共 50 条
  • [1] Comment on using the uniformity measure for performance measure in image segmentation
    Ng, WS
    Lee, CK
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1996, 18 (09) : 933 - 934
  • [2] A PSO-based Algorithm with Subswarm Using Entropy and Uniformity for Image Segmentation
    Lin, Jzau-Sheng
    Wu, Shou-Hung
    2012 SIXTH INTERNATIONAL CONFERENCE ON GENETIC AND EVOLUTIONARY COMPUTING (ICGEC), 2012, : 500 - 504
  • [3] Weighted Entropy-based Measure for Image Segmentation
    Lai, Weng Kin
    Khan, Imran M.
    Poh, Geong Sen
    INTERNATIONAL SYMPOSIUM ON ROBOTICS AND INTELLIGENT SENSORS 2012 (IRIS 2012), 2012, 41 : 1261 - 1267
  • [4] Image Segmentation Using Excess Entropy
    A. Bardera
    I. Boada
    M. Feixas
    M. Sbert
    Journal of Signal Processing Systems, 2009, 54 : 205 - 214
  • [5] Image Segmentation Using Excess Entropy
    Bardera, A.
    Boada, I.
    Feixas, M.
    Sbert, M.
    JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2009, 54 (1-3): : 205 - 214
  • [6] Average Entropy: A New Uncertainty Measure with Application to Image Segmentation
    Kittaneh, Omar A.
    Khan, Mohammad A. U.
    Akbar, Muhammed
    Bayoud, Husam A.
    AMERICAN STATISTICIAN, 2016, 70 (01): : 18 - 24
  • [7] Quantifying image similarity using measure of enhancement by entropy
    Silva, Eric A.
    Panetta, Karen
    Agaian, Sos S.
    MOBILE MULTIMEDIA/IMAGE PROCESSING FOR MILITARY AND SECURITY APPLICATIONS 2007, 2007, 6579
  • [8] Image segmentation using neural network and modified entropy
    Huo, Bingquan
    Yin, Fengling
    International Journal of Signal Processing, Image Processing and Pattern Recognition, 2015, 8 (03) : 251 - 260
  • [9] IMAGE SEGMENTATION USING A LOCAL EXTREMA TEXTURE MEASURE
    MITCHELL, OR
    CARLTON, SG
    PATTERN RECOGNITION, 1978, 10 (03) : 205 - 210
  • [10] Entropy-controlled quadratic Markov measure field models for efficient image segmentation
    Rivera, Mariano
    Ocegueda, Omar
    Marroquin, Jose L.
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2007, 16 (12) : 3047 - 3057
12345