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
来源
2013 INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND SIGNAL PROCESSING (ISSP) | 2013年
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
  • [1] Wavelet based image fusion techniques - An introduction, review and comparison
    Amolins, Krista
    Zhang, Yun
    Dare, Peter
    ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2007, 62 (04) : 249 - 263
  • [2] Remote Sensing Image Fusion Based on Wavelet Techniques
    Qi, Yuan
    2009 ASIA-PACIFIC CONFERENCE ON INFORMATION PROCESSING (APCIP 2009), VOL 2, PROCEEDINGS, 2009, : 84 - 87
  • [3] Image fusion based on wedgelet and wavelet
    Liu, Fang
    Liu, Junying
    Gao, Yi
    2007 INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATION SYSTEMS, VOLS 1 AND 2, 2007, : 698 - 701
  • [4] Wavelet Transform Based Image Registration and Image Fusion
    Deshmukh, Manjusha
    Gahankari, Sonal
    INFORMATION TECHNOLOGY AND MOBILE COMMUNICATION, 2011, 147 : 55 - 60
  • [5] Multisensor image fusion based on wavelet transform
    Liu, GX
    Yang, WH
    PROCESS CONTROL AND INSPECTION FOR INDUSTRY, 2000, 4222 : 219 - 223
  • [6] Image fusion based on addition of wavelet coefficients
    Chang, Hua-Wen
    Lan, Shu-Duo
    2007 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION, VOLS 1-4, PROCEEDINGS, 2007, : 1585 - +
  • [7] Retinal image fusion based on wavelet transform
    Zhang, EH
    Guo, CH
    Bian, ZZ
    2003 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-5, PROCEEDINGS, 2003, : 2198 - 2201
  • [8] Image fusion algorithm based on wavelet transform
    Zhang, Jing
    Zhang, Qing
    2015 4TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION TECHNOLOGY AND SENSOR APPLICATION (AITS), 2015, : 47 - 50
  • [9] Algorithms of Image Fusion Based on Wavelet Transform
    Gao, HuanZhi
    Zou, BeiJi
    PROCEEDINGS OF 2012 INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND SIGNAL PROCESSING, 2012, : 312 - 315
  • [10] Infrared image and visible image fusion based on wavelet transform
    Zhou, Zehua
    Tan, Min
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION APPLICATIONS (ICCIA 2012), 2012, : 886 - 890