Title :
Objective Evaluation of Several Shift Invariant Image Fusion Methods
Author :
Li, YinQing ; Li, Lingling ; Li, Bao
Author_Institution :
Dept. of Comput. Sci. & Applic., Zhengzhou Inst. of Aeronaut. Ind. Manage., Zhengzhou
Abstract :
The results from most of image fusion methods are evaluated using single criteria, which has its limitations. A quantitative method is proposed to evaluate several shift invariants by using three fusion approaches, mainly the discrete wavelet frames, steerable pyramid, and dual-tree complex wavelet transform, respectively. The performances and features of these approaches are compared each other. The experimental simulation proves that the proposed evaluation is an efficient and applicable model.
Keywords :
discrete wavelet transforms; image fusion; discrete wavelet frames; dual-tree complex wavelet transform; objective evaluation; quantitative method; shift invariant image fusion methods; single criteria; steerable pyramid; Adaptive filters; Application software; Computer science; Discrete transforms; Discrete wavelet transforms; Filtering; Image fusion; Image reconstruction; Internet; Low pass filters;
Conference_Titel :
Internet Computing in Science and Engineering, 2008. ICICSE '08. International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-0-7695-3112-0
Electronic_ISBN :
978-0-7695-3112-0
DOI :
10.1109/ICICSE.2008.72
