A fuzzy metric for image quality assessment

被引：0
|
作者：
Li, JL [1 ]
Chen, G [1 ]
Chi, ZR [1 ]
机构：
[1] Zhejiang Univ, Inst Sci, Hangzhou 310027, Peoples R China
来源：
10TH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3: MEETING THE GRAND CHALLENGE: MACHINES THAT SERVE PEOPLE | 2001年
关键词：
fuzzy integrals; image metrics; image quality assessment;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Image quality assessment is an important issue addressed in various image processing applications such as image/video compression and image reconstruction. The Peak Signal-to-Noise Ratio (PSNR) with the L-2-metric is commonly used in objective image quality assessment. However, the measure does not agree very well with the human visual perception in many cases. In this paper, a fuzzy image metric (FIM) is defined based on Sugeno's fuzzy integral. This new objective image metric, which is to some extent a proper evaluation from the viewpoint of the judgement procedure, is closely approximates the subjective Mean Opinion Score (MOS) with a correlation coefficient of about 0.94, as compared to 0.82 obtained using PSNR.
引用
收藏
页码：562 / 565
页数：4
相关论文
共 50 条
  • [1] An Underwater Image Quality Assessment Metric
    Guo, Pengfei
    Liu, Hantao
    Zeng, Delu
    Xiang, Tao
    Li, Leida
    Gu, Ke
    IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 25 : 5093 - 5106
  • [2] Image quality assessment metric for frame accumulated image
    Yu, Jianping
    Li, Gang
    Wang, Shaohui
    Lin, Ling
    REVIEW OF SCIENTIFIC INSTRUMENTS, 2018, 89 (01):
  • [3] A robust quality metric for color image quality assessment
    Le Callet, P
    Barba, D
    2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 1, PROCEEDINGS, 2003, : 437 - 440
  • [4] A METRIC OF STEREOSCOPIC IMAGE RETARGETING QUALITY ASSESSMENT
    Liu, Yi
    Sun, Lifeng
    Zhu, Wenwu
    Yang, Shiqiang
    2015 IEEE CHINA SUMMIT & INTERNATIONAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING, 2015, : 667 - 671
  • [5] Statistical Metric Fusion for Image Quality Assessment
    Xu, Jingtao
    Li, Qiaohong
    Ye, Peng
    Du, Haiqing
    Liu, Yong
    2014 IEEE VISUAL COMMUNICATIONS AND IMAGE PROCESSING CONFERENCE, 2014, : 133 - 136
  • [6] AN IMAGE QUALITY ASSESSMENT METRIC BASED CONTOURLET
    Lu, Wen
    Gao, Xinbo
    Li, Xuelong
    Tao, Dacheng
    2008 15TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-5, 2008, : 1172 - 1175
  • [7] A fuzzy regression analysis based no reference image quality metric
    De, Indrajit
    Sil, Jaya
    Advances in Intelligent Systems and Computing, 2015, 320 : 87 - 95
  • [8] Dual-mode image quality assessment metric
    Chin, FZC
    Xydeas, CS
    PROCEEDINGS VIPROMCOM-2002, 2002, : 137 - 140
  • [9] A NEW METRIC OF IMAGE QUALITY ASSESSMENT FOR STEREOSCOPIC CONTENT
    Moreno, Jaime
    Rizzi, Alessandro
    Fernandez-Maloigne, Christine
    2015 DATA COMPRESSION CONFERENCE (DCC), 2015, : 462 - 462
  • [10] Saliency-Based Image Quality Assessment Metric
    Zhou, Qiangqiang
    Liu, Xianhui
    Zhang, Lin
    Zhao, Weidong
    Chen, Yufei
    2016 3RD INTERNATIONAL CONFERENCE ON SYSTEMS AND INFORMATICS (ICSAI), 2016, : 918 - 924
12345