DocumentCode
550344
Title
An objective image fusion performance index: Normalized edge mutual information
Author
Xiao Bo ; Yan Liping
Author_Institution
Sch. of Inf. & Commun. Eng., Beijing Univ. of Posts & Telecommun., Beijing, China
fYear
2011
fDate
22-24 July 2011
Firstpage
3025
Lastpage
3028
Abstract
Image fusion performance evaluation indices are studied in this paper, and an objective measure is presented, which is the normalized edge mutual information (NEMI). NEMI is defined in view of information transmission and human vision system, and is used to evaluate the performance of pixel level image fusion algorithms. Several valuable properties of it are shown. The effectiveness of the NEMI is illustrated through experiments.
Keywords
entropy; image fusion; performance evaluation; performance index; NEMI; human vision system; image fusion performance evaluation indices; information transmission; normalized edge mutual information; objective image fusion performance index; objective measure; pixel level image fusion algorithms; valuable property; Entropy; Humans; Image edge detection; Image fusion; Mutual information; Performance evaluation; Image fusion; entropy; human vision system; normalized edge mutual information; performance measure;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (CCC), 2011 30th Chinese
Conference_Location
Yantai
ISSN
1934-1768
Print_ISBN
978-1-4577-0677-6
Electronic_ISBN
1934-1768
Type
conf
Filename
6000682
Link To Document