DocumentCode
3393305
Title
Research on the application of image fusion and second-generation bandelet transform in image denoising
Author
Hongzhi Wang ; Liwei Zhang ; Yuchao Xu
Author_Institution
Coll. of Comput. Sci. & Eng., Changchun Univ. of Technol., Changchun, China
fYear
2011
fDate
19-22 Aug. 2011
Firstpage
1070
Lastpage
1073
Abstract
Effectively geometric representation of images is a significant image denoising tool. In order to obtain a clearer image, we used second-generation bandelet bases to establish the geometric stream represents of images, and combined with the image fusion technology to improve the quality of images. Though the adaptive threshold and global threshold of numerous experiments, and finding a optimal wavelet function to use image fusion operation. This is the innovation of the paper. Therefore, using bandelet and image fusion improve the quality of images. The result of the paper is better than the traditional denoising method, wavelet denoising and bandelet denoising.
Keywords
image denoising; image fusion; wavelet transforms; adaptive threshold; geometric representation; global threshold; image denoising; image fusion; optimal wavelet function; second-generation bandelet transform; Discrete wavelet transforms; Image denoising; Image fusion; Noise; Noise reduction; bandelet transform; image denoising; image fusion;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronic Science, Electric Engineering and Computer (MEC), 2011 International Conference on
Conference_Location
Jilin
Print_ISBN
978-1-61284-719-1
Type
conf
DOI
10.1109/MEC.2011.6025651
Filename
6025651
Link To Document