QR Decomposition based Image Enhancement for Through Wall Imaging

被引:0
|
作者
Riaz, Muhammad Mohsin [1 ]
Ghafoor, Abdul [1 ]
机构
[1] Natl Univ Sci & Technol NUST, Dept Elect Engn, Mil Coll Signals, Islamabad, Pakistan
关键词
Through Wall Imaging; Image Enhancement; Singular Value Decomposition; QR Decomposition; Fuzzy Logic;
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
QR decomposition based image enhancement schemes are proposed for through wall imaging capable of discriminating between target, noise and clutter signals. QR decomposition has advantage over singular value decomposition in terms of complexity. Crisp weights and fuzzy weights are assigned to different QR subspaces. Proposed schemes significantly work well especially for extracting multiple targets in heavy cluttered through wall images. Existing and proposed schemes are compared on the basis of mean square error, peak signal to noise ratio and visual inspection.
引用
收藏
页数:6
相关论文
共 50 条
  • [41] Low-light image enhancement based on variational image decomposition
    Su, Yonggang
    Yang, Xuejie
    Multimedia Systems, 2024, 30 (06)
  • [42] PRINCIPAL COMPONENT ANALYSIS AND MINIMUM DESCRIPTION LENGTH CRITERION BASED THROUGH WALL IMAGE ENHANCEMENT
    Riaz, Muhammad Mohsin
    Ghafoor, Abdul
    Khurshid, Muhammad Hasnat
    2013 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2013, : 2513 - 2516
  • [43] Multi-Channel Through-Wall-Radar Imaging Based on Image Fusion
    Jia, Yong
    Kong, Lingjiang
    Yang, Xiaobo
    Wang, Kunde
    2011 IEEE RADAR CONFERENCE (RADAR), 2011, : 103 - 105
  • [44] MIMO Through-Wall-Radar Spotlight Imaging Based on Arithmetic Image Fusion
    Jia, Yong
    Cui, Chenghua
    Yan, Chao
    Zhong, Xiaoling
    Guo, Yong
    Chen, Guohao
    2018 21ST INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION), 2018, : 1498 - 1502
  • [45] Through Wall Imaging Based on MIMO UWB Radar With a Fast Image Reconstruction Method
    Mercan, Melik Serhat
    Ozturk, Ersin
    2013 10TH EUROPEAN RADAR CONFERENCE (EURAD), 2013, : 29 - 32
  • [46] An Automatic Threshold OMP Algorithm Based on QR Decomposition for Magnetic Resonance Image Reconstruction
    Ni, Yi-Yang
    Wu, Fei-Yun
    Yang, Hui-Zhong
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2024, 43 (06) : 3697 - 3717
  • [47] Design of robust image watermarking technique based on shearlet transform and QR matrix decomposition
    Subramani, Sivakannan
    Narayanan, L. Omprakash
    Kamalanathan, C.
    Panda, Sunitha
    Sreenivas, Bhaskara
    JOURNAL OF INTERDISCIPLINARY MATHEMATICS, 2020, 23 (01) : 163 - 174
  • [48] Blind image watermarking method based on linear canonical wavelet transform and QR decomposition
    Guo, Yong
    Li, Bing-Zhao
    IET IMAGE PROCESSING, 2016, 10 (10) : 773 - 786
  • [49] Color Image Blind Watermarking Algorithm Based on QR Decomposition and Voting in DWT Domain
    Wang, Junxiang
    Liu, Ying
    Zhu, Yonghong
    INTERNATIONAL JOURNAL OF SECURITY AND ITS APPLICATIONS, 2016, 10 (11): : 33 - 46
  • [50] An Improved RDWT-based Image Steganography Scheme with QR Decomposition and Double Entropy
    Ke-Huey Ng
    Liew, Siau-Chuin
    Ernawan, Ferda
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020, 11 (03) : 222 - 231