Optics and Precision Engineering, Volume. 22, Issue 6, 1648(2014)

Super-resolution reconstruction of approximate sparsity regularized infrared images

DENG Cheng-zhi*... TIAN Wei, WANG Sheng-qian, ZHU Hua-sheng, WU Zhao-ming, XIONG Zhi-wen and ZHONG Wei |Show fewer author(s)
Author Affiliations
  • [in Chinese]
  • show less
    References(17)

    [1] [1] KANG M, CHAUDHURI S. Super-resolution image reconstruction [J]. IEEE Signal Processing Magazine, 2003,20(3):1920-1935.

    [3] [3] FARSIU S, ROBINSON D, ELAD M, et al.. Advances and challenges in super-resolution [J]. International Journal of Imaging Systems and Technology, 2004, 14(2): 47-57.

    [4] [4] ELAD M, DATSENKO D. Example-based regularization deployed to super-resolution reconstruction of a single image [J]. The Computer Journal, 2007, 50(4):1-16.

    [5] [5] ELAD M, FIGUEIREDO M A T, MA Y. On the role of sparse and redundant representation in image processing [J]. Proceedings of the IEEE - Special Issue on Applications of Sparse Representation and Compressive Sensing, 2010, 98(6): 972-982.

    [9] [9] YAND J, WRIGHT J, HUANG T. Image super-resolution via sparse representation [J]. IEEE Transactions On Image Processing, 2010, 19(11): 2861-2873.

    [10] [10] LIAN Q SH, ZHANG W. Image super-resolution algorithms based on sparse representation of classified image patches [J]. Acta Electronica Sinica, 2012, 40(5):920-925. (in Chinese)

    [11] [11] YANG S Y, WANG M, CHEN Y G, et al.. Single-image super-resolution reconstruction via learned geometric dictionaries and clustered sparse coding [J]. IEEE Transactions On Image Processing, 2012, 21(9):4016-4028.

    [12] [12] TANG Y, YUAN Y, YAN P K, et al.. Greedy regression in sparse coding space for single-image super-resolution [J]. J. Vis. Commun. Image R., 2013, 24(2):148-159.

    [13] [13] CANDES E J, ROMBERG J K, TAO T. Stable signal recovery from incomplete and inaccurate measurement [J]. Communications on Pure and Applied Mathematics, 2006, 59(8):1207-1223.

    [14] [14] WANG J H, HUANG ZH T, ZHOU Y Y,et al.. Robust sparse recovery based on approximate l0 Norm [J]. 2012, 40(6): 1185-1189.

    [15] [15] AHARON M, ELAD M, BRUCKSTEIN A M. K-SVD: an algorithm for designing of overcomplete dictionaries for sparse representation [J]. IEEE Transactions on Signal Processing, 2006, 54(11): 4311-4322.

    [16] [16] ZEYDE R, ELAD M, PROTTER. On single image scale-up using sparse representation [C]. Proceedings of the 7th International Conference on Curves & Surfaces, Avignon, France,2010: 711-730.

    [17] [17] BRUNET D, VRSCAY E R, WANG Z. On the mathematical properties of the structural similarity index [J]. IEEE Transactions on Image Processing, 2012, 21(4): 1488-1499.

    CLP Journals

    [1] Yuan Ying, Wang Xiaorui, Wu Xiongxiong, Mu Jianghao, Zhang Yan. Multi-aperture super-resolution and wide-field imaging method using compressive coding[J]. Infrared and Laser Engineering, 2017, 46(8): 824001

    [2] LIANG Ling-yu, JIN Lian-wen, XU Yong. Face relighting using adaptive edit propagation[J]. Optics and Precision Engineering, 2015, 23(5): 1450

    [3] Shi Wenjun. TGV Regularized Super Resolution Reconstruction for Infrared Remote Sensing Image[J]. Laser & Optoelectronics Progress, 2018, 55(9): 91004

    [4] LI Fang-biao, HE Xin, WEI Zhong-hui, MA Xin. Sub-pixel image registration based on super resolution reconstruction[J]. Optics and Precision Engineering, 2017, 25(2): 477

    [5] ZHAI Hai-tian, LI Hui, LI Bin. Infrared super resolution reconstruction based on region division[J]. Optics and Precision Engineering, 2015, 23(10): 2989

    [6] YUAN Qi-ping, LIN Hai-jie, CHEN Zhi-hong, YANG Xiao-ping. Single image super-resolution reconstruction using support vector regression[J]. Optics and Precision Engineering, 2016, 24(9): 2302

    Tools

    Get Citation

    Copy Citation Text

    DENG Cheng-zhi, TIAN Wei, WANG Sheng-qian, ZHU Hua-sheng, WU Zhao-ming, XIONG Zhi-wen, ZHONG Wei. Super-resolution reconstruction of approximate sparsity regularized infrared images[J]. Optics and Precision Engineering, 2014, 22(6): 1648

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Oct. 16, 2013

    Accepted: --

    Published Online: Jun. 30, 2014

    The Author Email: Cheng-zhi DENG (dengchengzhi@126.com)

    DOI:10.3788/ope.20142206.1648

    Topics