Image similarity comparison using Dual-Tree wavelet Transform

被引:0
|
作者
Lee, Mong-Shu [1 ]
Liu, Li-yu [1 ]
Lin, Fu-Sen [1 ]
机构
[1] Natl Taiwan Ocean Univ, Dept Comp Sci, Chilung, Taiwan
关键词
image similarity; wavelet transform;
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
An image similarity comparison method for images with minor distortions is introduced in this paper. The proposed image similarity metrics is based on a new method to measure structure similarity for image quality comparisons. We make use of the fact that Dual-Tree wavelet Transform (DTWT) can provide direction selectivity and keep the structure features between the original and images with minor distortions. Despite the simplicity of our method, our experimental results demonstrate the effectiveness of the proposed method.
引用
收藏
页码:189 / +
页数:2
相关论文
共 50 条
  • [31] HYPERSPECTRAL IMAGE DENOISING USING A SPARSE LOWRANK MODEL AND DUAL-TREE COMPLEX WAVELET TRANSFORM
    Palsson, Frosti
    Ulfarsson, Magnus O.
    Sveinsson, Johannes R.
    [J]. 2014 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2014, : 3670 - 3673
  • [32] Image compression using 2D Dual-tree Discrete Wavelet Transform (DDWT)
    Yang, Jingyu
    Xu, Wenli
    Dai, Qionghai
    Wang, Yao
    [J]. 2007 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-11, 2007, : 297 - +
  • [33] Image enhancement based on a Nonlinear multiscale method using dual-tree complex wavelet transform
    Sattar, F
    Gao, YT
    [J]. 2003 IEEE PACIFIC RIM CONFERENCE ON COMMUNICATIONS, COMPUTERS, AND SIGNAL PROCESSING, VOLS 1 AND 2, CONFERENCE PROCEEDINGS, 2003, : 716 - 719
  • [34] Satellite Image Resolution Enhancement Using Dual-Tree Complex Wavelet Transform and Nonlocal Means
    Iqbal, Muhammad Zafar
    Ghafoor, Abdul
    Siddiqui, Adil Masood
    [J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2013, 10 (03) : 451 - 455
  • [35] Hyperspectral image compression with the 3D dual-tree wavelet transform
    Boettcher, Joseph B.
    Du, Qian
    Fowler, James E.
    [J]. IGARSS: 2007 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-12: SENSING AND UNDERSTANDING OUR PLANET, 2007, : 1033 - 1036
  • [36] SAR image denoising based on wedgelet and dual-tree complex wavelet transform
    Liu, Fang
    Liu, Junying
    [J]. 2007 INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATION SYSTEMS, VOLS 1 AND 2, 2007, : 240 - 243
  • [37] Efficient fringe image enhancement based on dual-tree complex wavelet transform
    Hsung, Tai-Chiu
    Lun, Daniel Pak-Kong
    Ng, William W. L.
    [J]. APPLIED OPTICS, 2011, 50 (21) : 3973 - 3986
  • [38] PERCEPTUAL NOISE SHAPING IN DUAL-TREE COMPLEX WAVELET TRANSFORM FOR IMAGE CODING
    Zhu, Junwu
    Dansereau, Richard M.
    Joslin, Chris
    [J]. 2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2011, : 237 - 240
  • [39] Dual-tree biquaternion wavelet transform and its application to color image fusion
    Guo, Liqiang
    Cao, Xiang
    Liu, Lian
    [J]. SIGNAL PROCESSING, 2020, 171
  • [40] A Novel Image Dehazing Algorithm Based on Dual-tree Complex Wavelet Transform
    Huang, Changxin
    Li, Wei
    Han, Songchen
    Liang, Binbin
    Cheng, Peng
    [J]. KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2018, 12 (10): : 5039 - 5055