DocumentCode
253262
Title
A novel image fusion technique for gray scale images using tensor unfolding in transform domains
Author
Sharma, K.K. ; Upadhyay, Ankit
Author_Institution
Dept. of Electron. & Commun., Malaviya Nat. Inst. of Technol., Jaipur, India
fYear
2014
fDate
9-11 May 2014
Firstpage
1
Lastpage
5
Abstract
A new method for image fusion has been proposed which utilizes tensor unfolding and SVD in DCT transform domain. Simulations results of the proposed technique shows that the quality of the fused image is better than that in simple averaging method and comparable with the result obtained using dual tree complex wavelet transform (DT-CWT) method existing in the literature.
Keywords
discrete cosine transforms; image fusion; singular value decomposition; tensors; trees (mathematics); wavelet transforms; DCT transform domain; DT-CWT method; SVD; dual tree complex wavelet transform method; gray scale images; image fusion technique; singular value decomposition; tensor unfolding; Continuous wavelet transforms; MATLAB; Mathematical model; Signal to noise ratio; Tensile stress; Image fusion; singular value decomposition; tensor decomposition;
fLanguage
English
Publisher
ieee
Conference_Titel
Recent Advances and Innovations in Engineering (ICRAIE), 2014
Conference_Location
Jaipur
Print_ISBN
978-1-4799-4041-7
Type
conf
DOI
10.1109/ICRAIE.2014.6909262
Filename
6909262
Link To Document