Wavelet based Image Fusion Techniques

被引:0
|
作者
Pradnya, Mirajkar P. [1 ]
Sachin, Ruikar D. [2 ]
机构
[1] ADCET, Elect & Telecommun Dept, Ashta, India
[2] Sinhgad Acad Engg, Elect & TelCommun Dept, Pune, Maharashtra, India
关键词
Image Fusion; Wavelet Transform; Filter mask; Stationary wavelets;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The fusion of images is the process of combining two or more images into a single image retaining important features from each. Fusion is an important technique within many disparate fields such as remote sensing, robotics and medical applications. The result of image fusion is a single image which is more suitable for human and machine perception or further image-processing tasks. The image fusion algorithm based on wavelet transform is proposed to prove the geometric resolution of the images, in which two images to be processed are firstly decomposed into sub images and then the information is performed using these images under the certain criteria and finally these sub images are reconstructed into result image with plentiful information. In this paper three different image fusion methods based wavelet transform are implemented. And the results are compared and best method is found.
引用
收藏
页码:77 / 81
页数:5
相关论文
共 50 条
  • [41] Study on image fusion algorithm based on wavelet transform
    Yu, Wang-Yang
    Chen, Xiang-Guang
    Dong, Shou-Long
    Wu, Lei
    Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology, 2014, 34 (12): : 1262 - 1266
  • [42] An Improved Image Fusion Algorithm Based on Wavelet Transform
    Duan, Zewei
    Wen, Desheng
    Song, Zongxi
    INTERNATIONAL SYMPOSIUM ON PHOTOELECTRONIC DETECTION AND IMAGING 2013: INFRARED IMAGING AND APPLICATIONS, 2013, 8907
  • [43] Remote sensing image fusion based on IBSM and wavelet
    Chen, Xiao-Mei
    Ni, Guo-Qiang
    Li, Yong-Liang
    Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology, 2008, 28 (SUPPL.): : 90 - 93
  • [44] Wavelet-based PAN and multispectral image fusion
    Ma, Heng
    Jia, Chuanying
    Liu, Shuang
    WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 407 - 407
  • [45] Research on the Technique of Image Fusion Based on Wavelet Transform
    Wu, Zhuang
    Li, Hongqi
    2009 ISECS INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT, VOL III, 2009, : 165 - 168
  • [46] Image fusion scheme based on the biorthogonal wavelet transform
    Liu, QF
    Sheng, GF
    Leng, ZX
    2003 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-5, PROCEEDINGS, 2003, : 2864 - 2868
  • [47] Image fusion based on simultaneous empirical wavelet transform
    Xiaoli Zhang
    Xiongfei Li
    Yuncong Feng
    Multimedia Tools and Applications, 2017, 76 : 8175 - 8193
  • [48] A parallel image fusion algorithm based on wavelet packet
    Cheng, Yinglei
    Li, Ying
    Zhao, Ronochun
    2006 8TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-4, 2006, : 865 - +
  • [49] An algorithm of wavelet image fusion based on visual saliency
    Shouhong, Wan
    Yan, Xiong
    Lihua, Yue
    CHINESE JOURNAL OF ELECTRONICS, 2008, 17 (02): : 237 - 241
  • [50] Image fusion based on multi-wavelet transform
    Tang, Guoliang
    Pu, Jiexin
    Huang, Xinhan
    IEEE ICMA 2006: PROCEEDING OF THE 2006 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS 1-3, PROCEEDINGS, 2006, : 2058 - +