Compressive Oscillatory Patterns Sensing in Natural Images via Iterative Wave Atom Thresholding

被引：0
|
作者：
He, Peng
机构：
来源：
2010 IEEE 10TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS (ICSP2010), VOLS I-III | 2010年
关键词：
SPARSITY;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This paper focuses on the problem of oscillatory pattern reconstruction in natural images from the perspective of compressive sensing. An iterative wave atom thresholding method fur the recovery of oscillatory signals is presented. This allows a better reconstruction of natural images from highly incomplete measurements. Numerical experiments on real scenes demonstrate that the method capture the structures of complex oscillatory patterns.
引用
收藏
页码：763 / 766
页数：4
相关论文
共 40 条
  • [1] Combining CBAM and Iterative Shrinkage-Thresholding Algorithm for Compressive Sensing of Bird Images
    Lv, Dan
    Zhang, Yan
    Lv, Danjv
    Lu, Jing
    Fu, Yixing
    Li, Zhun
    APPLIED SCIENCES-BASEL, 2024, 14 (19):
  • [2] Approximately Normalized Iterative Hard Thresholding for Nonlinear Compressive Sensing
    Zhu, Xunzhi
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2016, 2016
  • [3] Stepwise Suboptimal Iterative Hard Thresholding Algorithm for Compressive Sensing
    Li, Jia
    Shen, Yi
    Wang, Qiang
    2012 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE (I2MTC), 2012, : 1332 - 1336
  • [4] Compressive sensed video recovery via iterative thresholding with random transforms
    Belyaev, Evgeny
    Codreanu, Marian
    Juntti, Markku
    Egiazarian, Karen
    IET IMAGE PROCESSING, 2020, 14 (06) : 1187 - 1200
  • [5] Wavelet thresholding via MDL for natural images
    Hansen, M
    Yu, B
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2000, 46 (05) : 1778 - 1788
  • [6] Block Compressive Sensing for Solder Joint Images With Wavelet Packet Thresholding
    Zhao, Hui-Huang
    Rosin, Paul L.
    Lai, Yu-Kun
    IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY, 2019, 9 (06): : 1190 - 1199
  • [7] Block Compressed Sensing Images Using Accelerated Iterative Shrinkage Thresholding
    Eslahi, Nasser
    Aghagolzadeh, Ali
    Andargoli, Seyed Mehdi Hosseini
    2014 22ND IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2014, : 1569 - 1574
  • [8] Learned Two-Step Iterative Shrinkage Thresholding Algorithm for Deep Compressive Sensing
    Gan, Hongping
    Wang, Xiaoyang
    He, Lijun
    Liu, Jie
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 34 (05) : 3943 - 3956
  • [9] Resolution evaluation of MR images reconstructed by iterative thresholding algorithms for compressed sensing
    Wech, Tobias
    Staeb, Daniel
    Budich, Jan Carl
    Fischer, Andre
    Tran-Gia, Johannes
    Hahn, Dietbert
    Koestler, Herbert
    MEDICAL PHYSICS, 2012, 39 (07) : 4328 - 4338
  • [10] Iterative Compressive sampling for hyperspectral images via Source Separation
    Kuiteing, S. Kamdem
    Barni, Mauro
    IMAGE SENSORS AND IMAGING SYSTEMS 2014, 2014, 9022
1234