An Image Thresholding Method Based on Human Visual Perception

被引：0
|
作者：
Li, Zuoyong [1 ,2 ]
Liu, Chuancai [2 ]
Zhao, Cairong [1 ,2 ]
Cheng, Yong [2 ]
机构：
[1] Minjiang Univ, Dept Comp Sci, Fuzhou 350108, Peoples R China
[2] Nanjing Univ Sci & Technol, Dept Comp Engn & Sci, Nanjing 210094, Peoples R China
来源：
PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOLS 1-9 | 2009年
基金：
中国国家自然科学基金;
关键词：
Thresholding; image segmentation; human visual perception; statistical characteristic; SEGMENTATION; HISTOGRAM; ENTROPY;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A novel thresholding method based on human visual perception is presented in this paper. The method first utilizes statistical characteristics of an image to choose two gray levels as candidate thresholds by the properties of human visual perception, and then determines the one having minimum standard deviation sum as the optimal threshold. Choice of candidate thresholds reduces search space of thresholds and accelerates threshold selection. The proposed method was compared with several classic thresholding methods on a variety of nondestructive testing (NDT) images and general real world images, and experimental results show its effectiveness and efficiency.
引用
收藏
页码：1724 / 1727
页数：4
相关论文
共 50 条
  • [21] A thresholding method based on P systems for image segmentation
    Wang, Hao
    Peng, Hong
    Shao, Jie
    Wang, Tao
    ICIC Express Letters, 2012, 6 (01): : 221 - 227
  • [22] A new image thresholding method based on graph cuts
    Tao, Wenbing
    Jin, Hai
    Liu, Liman
    2007 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL I, PTS 1-3, PROCEEDINGS, 2007, : 605 - +
  • [23] A New Image Thresholding Method based on Isoperimetric Ratios
    Li, Zuoyong
    Liu, Chuancai
    Cheng, Yong
    2008 IEEE CONFERENCE ON CYBERNETICS AND INTELLIGENT SYSTEMS, VOLS 1 AND 2, 2008, : 95 - 98
  • [24] Image thresholding method based on Tsallis entropy correlation
    Wang S.
    Fan J.
    Multimedia Tools and Applications, 2025, 84 (11) : 9749 - 9785
  • [25] A new image thresholding method based on relative entropy
    Zhu, H
    Fu, ZZ
    Li, ZM
    2002 INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CIRCUITS AND SYSTEMS AND WEST SINO EXPOSITION PROCEEDINGS, VOLS 1-4, 2002, : 634 - 638
  • [26] Image Compression using Wavelet-based Thresholding Technique for Human Visual System (HVS) Improvement
    Taujuddin, N. S. A. M.
    Sari, Suhaila
    Ibrahim, Rosziati
    Lashari, Saima Anwar
    PROCEEDINGS OF THE 2017 6TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICEEI'17), 2017,
  • [27] Image Quality Evaluation Method Based on Human Visual System
    Yu T.
    Liu M.
    Beijing Youdian Daxue Xuebao/Journal of Beijing University of Posts and Telecommunications, 2023, 46 (02): : 129 - 136
  • [28] Image quality assessment method based on human visual system
    Wang Fan
    Zhu Miao
    Ni Jinping
    Guo Rongli
    OPTICAL SENSING AND IMAGING TECHNOLOGIES AND APPLICATIONS, 2018, 10846
  • [29] A Image Fog Removal Method based on Human Visual Property
    Ning, Xin
    Li, Weijun
    Dong, Xiaoli
    Zhang, Liping
    Shi, Yating
    2015 8TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING (CISP), 2015, : 178 - 183
  • [30] Image Quality Evaluation Method Based on Human Visual System
    Zhao Baojun
    Deng Chenwei
    CHINESE JOURNAL OF ELECTRONICS, 2010, 19 (01): : 129 - 132
12345