DocumentCode
3062910
Title
Fusion of low contrast multifocus images
Author
Savic, Srdran ; Babic, Zdenka
Author_Institution
Fac. of Electr. Eng., Univ. of Banja Luka, Banja Luka, Bosnia-Herzegovina
fYear
2012
fDate
20-22 Nov. 2012
Firstpage
658
Lastpage
661
Abstract
Recently, the multifocus image fusion method based on the first level of Empirical Mode Decomposition (L1_EMD) has been proposed. Subjective analysis performed on a publically available multifocus image dataset shown its superiority to other EMD and DWT based methods. But, the fusion results on low contrast images, from this and several other EMd and DWT methods, are poor. Therefore, this paper expands L1_EMD to fusion of low contrast images. Comparative analysis gives better results than other EMD and DWT methods. The major advantages of the proposed method are simplicity, absence of artifacts and contrast distortion, as well as straightforward applicability to color images.
Keywords
image fusion; color image; contrast distortion; empirical mode decomposition; low contrast multifocus image; multifocus image dataset; multifocus image fusion method; Color; Data preprocessing; Discrete wavelet transforms; Empirical mode decomposition; Feature extraction; Image fusion; Testing; DWT; EMD; image fusion; multifocus;
fLanguage
English
Publisher
ieee
Conference_Titel
Telecommunications Forum (TELFOR), 2012 20th
Conference_Location
Belgrade
Print_ISBN
978-1-4673-2983-5
Type
conf
DOI
10.1109/TELFOR.2012.6419296
Filename
6419296
Link To Document