A contrast based image fusion technique in the DCT domain

被引:69
作者
Tang, JS [1 ]
机构
[1] Univ Virginia, Dept Elect & Comp Engn, Charlottesville, VA 22904 USA
关键词
image fusion; contrast measure; DCT; compressed domain; wavelet transform;
D O I
10.1016/j.dsp.2003.06.001
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 studies image fusion techniques in the discrete cosine transform (DCT) domain. A new image fusion technique based on a contrast measure defined in the DCT domain is presented. The performance of our contrast measure based technique is analyzed and compared with other image fusion techniques. Experimental results show that there is no difference in visual quality between the fused image obtained by our algorithm and that obtained by a wavelet transform based image fusion technique. But because our algorithm is carried out in the DCT domain, it is time-saving and simpler when the fused image needs to be saved or transmitted in JPEG format or when the images to be fused were saved in JPEG format. (C) 2003 Elsevier Inc. All rights reserved.
引用
收藏
页码:218 / 226
页数:9
相关论文
共 50 条
  • [41] An image encryption method based on Tent chaotic map in DCT domain
    Song, Jianhua
    Ding, Qun
    MECHANICS, SOLID STATE AND ENGINEERING MATERIALS, 2011, 279 : 456 - 460
  • [42] An image fusion method based on directional contrast and area-based standard deviation
    Liu, GX
    Chen, WJ
    Ling, WJ
    Electronic Imaging and Multimedia Technology IV, 2005, 5637 : 50 - 56
  • [43] Local and Global Contrast for Saliency Estimate in DCT Domain
    Ling, Nanping
    Zhang, Hanling
    RESEARCH IN MECHANICAL ENGINEERING AND MATERIAL SCIENCE, 2014, 456 : 611 - 615
  • [44] MULTIRESOLUTION DCT DECOMPOSITION FOR MULTIFOCUS IMAGE FUSION
    Shreyamsha Kumar, B. K.
    Swamy, M. N. S.
    Ahmad, M. Omair
    2013 26TH ANNUAL IEEE CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (CCECE), 2013, : 265 - 268
  • [45] CONTRAST PYRAMID BASED IMAGE FUSION SCHEME FOR INFRARED IMAGE AND VISIBLE IMAGE
    He Dong-xu
    Meng Yu
    Wang Cheng-yi
    2011 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2011, : 597 - 600
  • [46] Image Fusion Based Enhancement in Framelet Domain
    Sharma, Pratibha
    Kulkarni, Parth
    Sanghvi, Harsh
    Verma, Arjun
    2016 FOURTH INTERNATIONAL CONFERENCE ON PARALLEL, DISTRIBUTED AND GRID COMPUTING (PDGC), 2016, : 316 - 319
  • [47] Research on Image Fusion Rules Based on Contrast Pyramid
    Li Mingjing
    Zhou Jianfu
    Li Jie
    2018 CHINESE AUTOMATION CONGRESS (CAC), 2018, : 1361 - 1364
  • [48] A Local Correlation and Directive Contrast Based Image Fusion
    Sonam
    Kumar, Manoj
    PROCEEDINGS OF INTERNATIONAL CONFERENCE ON COMPUTER VISION AND IMAGE PROCESSING, CVIP 2016, VOL 1, 2017, 459 : 419 - 430
  • [49] Technique for image fusion based on non-subsampled contourlet transform domain improved NMF
    Kong WeiWei
    Lei YingJie
    Lei Yang
    Zhang Jie
    SCIENCE CHINA-INFORMATION SCIENCES, 2010, 53 (12) : 2429 - 2440
  • [50] Technique for image fusion based on non-subsampled contourlet transform domain improved NMF
    WeiWei Kong
    YingJie Lei
    Yang Lei
    Jie Zhang
    Science China Information Sciences, 2010, 53 : 2429 - 2440