Image quality evaluation based on no-reference method with visual component detection

被引：0
|
作者：
Zhu, Li [1 ]
Wang, Guoyou [1 ]
机构：
[1] Huazhong Univ Sci & Technol, Lab Biomet & Med Image Proc Recognit & Artificial, Wuhan 430074, Peoples R China
来源：
ICNC 2007: THIRD INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 2, PROCEEDINGS | 2007年
关键词：
image quality; visual component detection; no-reference method;
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：
In this paper we present a new image quality assessment that does not rely on reference images. Our model is to estimate human quality assessment by detecting visual components, then assessing quality by empirical model. We describe an instance of this model with visual component detection, and quality modeling is estimated using radial basis function (RBF) networks. Experiments with this prototype system show better results for Human Visual System (HVS).
引用
收藏
页码：155 / +
页数：2
相关论文
共 50 条
  • [1] No-reference image quality assessment method based on visual parameters
    Liu Y.-H.
    Yang K.-F.
    Yan H.-M.
    Journal of Electronic Science and Technology, 2019, 17 (02) : 171 - 184
  • [2] No-Reference Image Quality Assessment Method Based on Visual Parameters
    Yu-Hong Liu
    Kai-Fu Yang
    Hong-Mei Yan
    Journal of Electronic Science and Technology, 2019, (02) : 171 - 184
  • [3] No-Reference Image Quality Assessment Method Based on Visual Parameters
    YuHong Liu
    KaiFu Yang
    HongMei Yan
    Journal of Electronic Science and Technology, 2019, 17 (02) : 171 - 184
  • [4] No-Reference Image Quality Metric Based on Visual Quality Saliency
    Cai, Zhaowei
    Zhang, Qi
    Wen, Longyin
    PATTERN RECOGNITION, 2012, 321 : 455 - +
  • [5] NO-REFERENCE IMAGE QUALITY ASSESSMENT BASED ON VISUAL CODEBOOK
    Ye, Peng
    Doermann, David
    2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2011,
  • [6] A NO-REFERENCE IMAGE QUALITY EVALUATION BASED ON POWER SPECTRUM
    Zhang, Yan
    An, Ping
    Zhang, Qiuwen
    Shen, Liquan
    Zhang, Zhaoyang
    2011 3DTV CONFERENCE: THE TRUE VISION - CAPTURE, TRANSMISSION AND DISPLAY OF 3D VIDEO (3DTV-CON), 2011,
  • [7] No-Reference Image Quality Metric Based on Features Evaluation
    Alaql, Omar
    Ghazinour, Kambiz
    Lu, Cheng Chang
    2017 IEEE 7TH ANNUAL COMPUTING AND COMMUNICATION WORKSHOP AND CONFERENCE IEEE CCWC-2017, 2017,
  • [8] A No-reference Image Quality Assessment Based on Property of the Human Visual
    Wang Liguo
    ADVANCED MATERIALS AND INFORMATION TECHNOLOGY PROCESSING, PTS 1-3, 2011, 271-273 : 108 - 113
  • [9] No-reference visual quality assessment for image inpainting
    Voronin, V. V.
    Frantc, V. A.
    Marchuk, V. I.
    Sherstobitov, A. I.
    Egiazarian, K.
    IMAGE PROCESSING: ALGORITHMS AND SYSTEMS XIII, 2015, 9399
  • [10] A Human Visual "No-Reference" Image Quality Measure
    Panetta, Karen
    Bao, Long
    Agaian, Sos
    IEEE INSTRUMENTATION & MEASUREMENT MAGAZINE, 2016, 19 (03) : 34 - +
12345