Opto-Electronic Engineering, Volume. 43, Issue 4, 73(2016)

Infrared and Visible Light Images Fusion of Improved NMF on NSST Domain

GE Wen*... JI Pengchong and ZHAO Tianchen |Show fewer author(s)
Author Affiliations
  • [in Chinese]
  • show less
    References(18)

    [1] [1] LI Junshan,YANG Wei,ZHANG Xiongmei. Infrared Image Processing,Analysis and Fusion [M]. Beijing:Science Press, 2009:174-182.

    [2] [2] XING Xiaoxue. Research an the Image Fusion Algorithm Based on Non-sumsampled Shearlet Transform [D]. Changchun:Jilin University,2014:69-77.

    [3] [3] XIE Yanhao. Multi-focus Image Fusion by Improved Shearlet Transform [D]. Xi′an:Xidian University,2013:37-43.

    [4] [4] FENG Xin,WANG Xiaoming. Fusion of infrared and visible images based on Shearlet transform [J]. Journal of Optoelectronics.Laser,2013,24(2):384-390.

    [5] [5] ZHU Ming,YANG Yuetao. Research on Image Fusion Based on Nonsubsampled Contourlet Transform [D]. Beijing: University of Chinese Academy of Sciences,2012:61-75.

    [6] [6] WU Yiquan,YIN Jun,CAO Zhaoqing. Fusion of Infrared Thermal Wave Image Based on Nonsubsampled Shearlet Transform and Weighted Non-negative Matrix Factorization [J]. Acta Photonica Sinica,2014,43(10):1-9.

    [7] [7] KONG Weiwei,YANG Lei,ZHAO Huaixun. Adaptive fusion method of visible light and infrared images based on non-subsampled shearlet transform and fast non-negative matrix factorization [J]. Infrared Physics & Technology(S1350-4495),2014,67(3):161–172.

    [8] [8] WU Yiquan,TAO Feixiang. Multispectral and Panchromatic Image Fusion Based on Improved Projected Gradient NMF in NSST Domain [J]. Acta Photonica Sinica,2015,35(4):1-10.

    [9] [9] LIU Shaopeng,HE Qun,SONG Yong. Dynamic Weighted Non-Negative Matrix Factorization and Its Using Research in Image Fusion [J]. Chineae Journal of Sen Sors and Actuators,2010,23(9):1266-1271.

    [10] [10] KONG Weiwei,LEI Yingjie. Technique for image fusion based on NSST domain and human visual characteristics [J]. Journal of Harbin Engineerin University,2013,34(6):777-782.

    [11] [11] EASLEY G,LABATE D,LIM W Q. Sparse directional image representation using the discrete shearlet transform [J]. Applied and Computational Harmonic Analysis(S1063-5203),2008,25(1):25-46.

    [12] [12] JIAO Mou,GAO Wei,SONG Zongxi. Image Fusion Based on Non-negative Matrix Factorization and Infrared Feature Extraction [C]// International Congress on Image and Signal Processing,Xi'an,China,Dec 16-18,2013,2:1046-1050.

    [13] [13] LI Meili,LI Yanjun,WANG Hongmei,et al. Image fusion algorithm based on NSCT and non-negative matrix factorization [J]. Computer Engineering and Applications,2010,46(8):21-24.

    [15] [15] JIANG Ping,ZHANG Qiang,LI Jing,et al. Fusion algorithm for infrared and visible image based on NSST and adaptive PCNN [J]. Laser & Infrared,2014,44(1):108-113.

    [16] [16] ZHANG Yukuan,ZHANG Gong. Research on Shearlet-Based SAR/IR Image Fusion [D]. Nanjing:Nanjing University of Aeronautics and Astronautics,2011:28-41.

    [17] [17] YE Youshi,ZHAO Baojun,TANG Linbo. SAR and Visible Image Fusion based on Local non-negative Matrix Factorization [C]// The Ninth IEEE International Conference on Electronic Measurement & Instruments,Beijing,China,Aug 16-19, 2009,9:263-266.

    [18] [18] YUAN Yihui,ZHANG Junju,CHANG Benkang,et al. Objective quality evalution of visible and infrared color fusion image [J]. Optical Engineering(S0091-3286),2011,50(3):33-45.

    Tools

    Get Citation

    Copy Citation Text

    GE Wen, JI Pengchong, ZHAO Tianchen. Infrared and Visible Light Images Fusion of Improved NMF on NSST Domain[J]. Opto-Electronic Engineering, 2016, 43(4): 73

    Download Citation

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

    Category:

    Received: Jul. 7, 2015

    Accepted: --

    Published Online: May. 11, 2016

    The Author Email: Wen GE (727256301@qq.com)

    DOI:10.3969/j.issn.1003-501x.2016.04.012

    Topics