Objective distortion measure for binary text image based on edge line segment similarity

被引：23
|
作者：
Cheng, Jun [1 ]
Kot, Alex C. [1 ]
机构：
[1] Nanyang Technol Univ, Sch Elect & Elect Engn, Workstn Resource Lab, Singapore 639798, Singapore
来源：
IEEE TRANSACTIONS ON IMAGE PROCESSING | 2007年 / 16卷 / 06期
关键词：
binary text image; distortion measure;
D O I：
10.1109/TIP.2007.896619
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper proposes a new approach to measure the distortion introduced by changing individual edge pixels in binary text images. The approach considers not only how many pixels are changed but also where the pixels are changed and how the flipping affects the overall shape formed by the edge line. Similarities between the edge line segments in the original and distorted image are compared to measure the distortion. Subjective testing shows that the new distortion measure correlates well with human visual perception.
引用
收藏
页码：1691 / 1695
页数：5
相关论文
共 50 条
  • [1] Objective distortion measure for binary images
    Cheng, J
    Kot, AC
    TENCON 2004 - 2004 IEEE REGION 10 CONFERENCE, VOLS A-D, PROCEEDINGS: ANALOG AND DIGITAL TECHNIQUES IN ELECTRICAL ENGINEERING, 2004, : A355 - A358
  • [2] Objective Quality Assessment of Image Retargeting Based on Line Distortion
    Zhang, Yichi
    Ngan, King Ngi
    2016 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2016, : 2505 - 2510
  • [3] An objective distortion measure for binary document images based on human visual perception
    Lu, HP
    Wang, J
    Kot, AC
    Shi, YQ
    16TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITON, VOL IV, PROCEEDINGS, 2002, : 239 - 242
  • [4] Steganalysis of binary cartoon image using distortion measure
    Cheng, Jun
    Kot, Alex C.
    Rahardja, Susanto
    2007 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL II, PTS 1-3, 2007, : 261 - +
  • [5] A Text Similarity Measure Based on Suffix Tree
    Huang, Chenghui
    Liu, Yan
    Xia, Shengzhong
    Yin, Jian
    INFORMATION-AN INTERNATIONAL INTERDISCIPLINARY JOURNAL, 2011, 14 (02): : 583 - 592
  • [6] Line Edge Binary Patterns for Content-Based Image Retrieval
    Reddy, P. V. N.
    Prasad, K. Satya
    INTERNATIONAL JOURNAL OF SIGNAL AND IMAGING SYSTEMS ENGINEERING, 2012, 5 (03) : 227 - 235
  • [7] Distortion measure for binary document image using distance and stroke
    Jin, G
    Lee, KD
    COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2005, VOL 4, PROCEEDINGS, 2005, 3483 : 1095 - 1101
  • [8] Binary similarity measure based on Moire patterns
    Hadi, S
    Pochec, P
    1996 CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING - CONFERENCE PROCEEDINGS, VOLS I AND II: THEME - GLIMPSE INTO THE 21ST CENTURY, 1996, : 891 - 893
  • [9] A New Similarity Measure based on Edge Counting
    Slimani, T.
    Ben Yaghlane, B.
    Mellouli, K.
    PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 17, 2006, 17 : 232 - 236
  • [10] Region-based shape representation and similarity measure suitable for binary image retrieval
    Huang, Chunmu
    Zhou, Lili
    Wang, Xinwei
    2006 8TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-4, 2006, : 1035 - +
12345