Image Quality Assessment Based On Properties of HVS and Principle of Image Structure

被引:0
|
作者
Mahamud, Siti Tasnim [1 ]
Rahmatullah, Bahbibi [1 ]
机构
[1] Sultan Idris Educ Univ, Fac Art Comp & Creat Ind, Perak, Malaysia
关键词
image quality assessment; full-reference image quality assessment; human visual system; principle of image structure;
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
There has been an increasing push to develop objective quality evaluation that should imitate the evaluation of human visual system in predicting image quality. There are large scales of developed full-reference image quality assessment. This paper classified some typical full-reference quality metric into two different methods that are based on properties of human visual system (HVS) and principle of image structure. Both of these methods were able to accurately measure depending on the type of distortion imposed. In this paper, we compared the capabilities and behavior of the selected quality metrics in estimating the quality of image.
引用
收藏
页数:6
相关论文
共 50 条
  • [31] HVS-based medical image compression
    Kai, X
    Jie, Y
    Min, ZY
    Liang, LX
    EUROPEAN JOURNAL OF RADIOLOGY, 2005, 55 (01) : 139 - 145
  • [32] Color image enhancement based on HVS and PCNN
    YuDong Zhang
    LeNan Wu
    ShuiHua Wang
    Geng Wei
    Science China Information Sciences, 2010, 53 : 1963 - 1976
  • [33] Image quality assessment based on complex number representation of image structure and singular value decomposition
    Wang, Yu-Qing
    Guangdianzi Jiguang/Journal of Optoelectronics Laser, 2012, 23 (09): : 1827 - 1834
  • [34] Color image enhancement based on HVS and PCNN
    ZHANG YuDong
    Science China(Information Sciences), 2010, 53 (10) : 1963 - 1976
  • [35] Image filter effectiveness characterization based on HVS
    Lukin, Vladimir V.
    Ponomarenko, Nikolay N.
    Krivenko, Sergey S.
    Egiazarian, Karen O.
    Astola, Jaakko T.
    COMPUTATIONAL IMAGING VI, 2008, 6814
  • [36] An infrared image enhancement algorithm based on HVS
    Xue, Rongkun
    He, Wei
    Liu, Jiahui
    Li, Yufeng
    INFRARED TECHNOLOGY AND APPLICATIONS, AND ROBOT SENSING AND ADVANCED CONTROL, 2016, 10157
  • [37] Color image enhancement based on HVS and PCNN
    Zhang YuDong
    Wu LeNan
    Wang ShuiHua
    Wei Geng
    SCIENCE CHINA-INFORMATION SCIENCES, 2010, 53 (10) : 1963 - 1976
  • [38] Using Free Energy Principle For Blind Image Quality Assessment
    Gu, Ke
    Zhai, Guangtao
    Yang, Xiaokang
    Zhang, Wenjun
    IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 17 (01) : 50 - 63
  • [39] Image Quality Assessment Based on the Visual Perception of Image Contents
    Yao, Juncai
    Liu, Guizhong
    Ying, Chen
    2016 30TH ANNIVERSARY OF VISUAL COMMUNICATION AND IMAGE PROCESSING (VCIP), 2016,
  • [40] Retinal image quality assessment based on image clarity and content
    Abdel-Hamid, Lamiaa
    El-Rafei, Ahmed
    El-Ramly, Salwa
    Michelson, Georg
    Hornegger, Joachim
    JOURNAL OF BIOMEDICAL OPTICS, 2016, 21 (09)