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
来源：
ADVANCES IN IMAGE AND VIDEO TECHNOLOGY, PROCEEDINGS | 2006年 / 4319卷
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
  • [41] Quantum and dual-tree complex wavelet transform-based image watermarking
    Ghai, Deepika
    Gianey, Hemant Kumar
    Jain, Arpit
    Uppal, Raminder Singh
    [J]. INTERNATIONAL JOURNAL OF MODERN PHYSICS B, 2020, 34 (04):
  • [42] Human Gait Recognition using Dual-Tree Complex Wavelet Transform
    Badiezadeh, Ali
    Ayatollahi, Fazael
    Ghaeminia, Mohammad H.
    Shokouhi, Shahriar B.
    [J]. 2017 25TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2017, : 461 - 466
  • [43] Multiscale texture classification using dual-tree complex wavelet transform
    Celik, Turgay
    Tjahjadi, Tardi
    [J]. PATTERN RECOGNITION LETTERS, 2009, 30 (03) : 331 - 339
  • [44] Enhancement of Screening Mammograms Using Dual-Tree Complex Wavelet Transform
    Joseph, Annie Julie
    Naz, Farah
    Pournami, P. N.
    [J]. COMPUTER VISION AND IMAGE PROCESSING, CVIP 2023, PT I, 2024, 2009 : 574 - 585
  • [45] Structural state inspection using dual-tree quaternion wavelet transform
    Ren, Tongqun
    Hui, Meiling
    Wang, Xiaodong
    Zhang, Zhiyong
    Liang, Junsheng
    [J]. JOURNAL OF VIBROENGINEERING, 2018, 20 (01) : 138 - 151
  • [46] Facial feature extraction using complex dual-tree wavelet transform
    Celik, Turgay
    Ozkaramanli, Huseyin
    Demirel, Hasan
    [J]. COMPUTER VISION AND IMAGE UNDERSTANDING, 2008, 111 (02) : 229 - 246
  • [47] RMS and power measurement using the dual-tree complex wavelet transform
    Vatansever, Fahri
    [J]. SCIENTIFIC RESEARCH AND ESSAYS, 2010, 5 (18): : 2645 - 2655
  • [48] Multiscale keypoint detection using the Dual-Tree Complex Wavelet Transform
    Fauqueur, Julien
    Kingsbury, Nick
    Anderson, Ryan
    [J]. 2006 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP 2006, PROCEEDINGS, 2006, : 1625 - +
  • [49] Higher density dual-tree discrete wavelet transform
    Yan, F.
    Cheng, L.
    Wang, H.
    [J]. IET SIGNAL PROCESSING, 2007, 1 (03) : 164 - 169
  • [50] A Linear Optimization of Dual-Tree Complex Wavelet Transform
    Kyochi, Seisuke
    Shimizu, Takafumi
    Ikehara, Masaaki
    [J]. IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2011, E94A (06) : 1386 - 1393
12345