DISCRETE WAVELET TRANSFORM-BASED STRUCTURAL SIMILARITY FOR IMAGE QUALITY ASSESSMENT

被引：0
|
作者：
Yang, Chun-Ling [1 ,2 ]
Gao, Wen-Rui [1 ]
Po, Lai-Man [2 ]
机构：
[1] South China Univ Technol, Sch Elect & Informat Engn, Guangzhou 510640, Guangdong, Peoples R China
[2] City Univ Hong Kong, Dept Elect Engn, Hong Kong, Peoples R China
来源：
2008 15TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-5 | 2008年
基金：
中国国家自然科学基金;
关键词：
image processing; image quality assessment; human visual system (HVS);
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：
Image quality assessment method plays a major role in image processing. Structural similarity (SSIM) is a novel image quality assessment method, and attracts a lot of attentions for its good performance and simple calculation. But it is proposed in pixel domain, a large computation load is introduced when using it to guide image processing algorithm in discrete wavelet transform (DWT) domain. And image processing in DWT domain has been very common. This paper proposes a discrete wavelet transform-based structural similarity (DWT-SSIM) method for image quality assessment. As it highlights human eyes' sensitive frequency bands, the proposed measure has a better correlation with the judgment of human observers than SSIM. Furthermore, the method is easy to implement and embed in DWT domain processing algorithms.
引用
收藏
页码：377 / 380
页数：4
相关论文
共 50 条
  • [1] CONTOURLET TRANSFORM-BASED STRUCTURAL SIMILARITY FOR IMAGE QUALITY ASSESSMENT
    Yang, Chun-Ling
    Wang, Fan
    Xiao, Dongqin
    [J]. 2009 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND INTELLIGENT SYSTEMS, PROCEEDINGS, VOL 4, 2009, : 175 - 179
  • [2] Image Quality Assessment Based on the Correlativity and the Discrete Wavelet Transform
    Li, Junfeng
    Dai, Wenzhan
    Pan, Haipeng
    [J]. ICIA: 2009 INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION, VOLS 1-3, 2009, : 574 - +
  • [3] Discrete Wavelet Transform-Based Satellite Image Resolution Enhancement
    Demirel, Hasan
    Anbarjafari, Gholamreza
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2011, 49 (06): : 1997 - 2004
  • [4] Image Quality Assessment Based on Fuzzy Similarity Measure and Wavelet Transform
    Li, Junfeng
    Dai, Wenzhan
    Wang, Huijiao
    [J]. ADVANCED MATERIALS SCIENCE AND TECHNOLOGY, PTS 1-2, 2011, 181-182 : 31 - 36
  • [5] Transform-Based Quality Assessment for Enhanced Image
    Voronin, V.
    Semenishchev, E.
    Zelensky, A.
    Tokareva, O.
    Cenc, Y.
    Agaian, S.
    [J]. APPLICATIONS OF DIGITAL IMAGE PROCESSING XLIV, 2021, 11842
  • [6] Image Quality Assessment Based on Nonsubsampled Contourlet Transform and Structural Similarity
    Lu, Bin
    WeiTian
    [J]. 2013 3RD INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS, COMMUNICATIONS AND NETWORKS (CECNET), 2013, : 347 - 350
  • [7] Floating-point discrete wavelet transform-based image compression on FPGA
    Farghaly, Sarah H.
    Ismail, Samar M.
    [J]. AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2020, 124
  • [8] A Wavelet Transform-Based Image Mosaic Algorithm
    Sun, Qingfeng
    Yang, Hao
    [J]. COMMUNICATIONS, SIGNAL PROCESSING, AND SYSTEMS, 2018, 423 : 881 - 887
  • [9] Wavelet Transform-Based Fingerprints Image Processing
    Wang, Guilei
    Han, XiaoJun
    [J]. PROCEEDINGS OF 2010 ASIA-PACIFIC YOUTH CONFERENCE ON COMMUNICATION, VOLS 1 AND 2, 2010, : 775 - 778
  • [10] A wavelet transform-based image segmentation method
    Gao, Jianqiang
    Wang, Binbin
    Wang, Ziyi
    Wang, Yufeng
    Kong, Fanzhi
    [J]. OPTIK, 2020, 208
12345