DocumentCode :
2748199
Title :
Adaptive Image Fusion Algorithm of SAR/CCD Images Based on Wavelet Transform
Author :
Wang, Guangfang ; Zhao, Long ; Chen, Zhe
Author_Institution :
Sch. of Autom. Sci. & Electr. Eng., Beijing Univ. of Aeronaut. & Astronaut.
Volume :
2
fYear :
0
fDate :
0-0 0
Firstpage :
9694
Lastpage :
9698
Abstract :
An adaptive image fusion algorithm of SAR/CCD images based on wavelet transform is proposed. In this algorithm an adaptive operator is defined, which is gotten from the two source images´ cross-entropy. The operator is used to adjust coefficients of the low-frequency and high-frequency images´ fusion, so as to achieve the purpose of adaptability. For the decomposed low-frequency and high-frequency, local spatial frequency and local variance are taken as measures respectively, which unify the adaptive operator to obtain the fused low-frequency and high-frequency. Experimental simulation is carried out to get the fuse effect by contrast with other three types of fusions algorithm. The results show that this algorithm has the stable fuse effect and strong adaptability
Keywords :
CCD image sensors; image representation; mathematical operators; radar imaging; sensor fusion; synthetic aperture radar; wavelet transforms; CCD images; SAR images; adaptive image fusion; adaptive operator; local spatial frequency; local variance; source image cross-entropy; wavelet transform; Adaptive control; Automation; Charge coupled devices; Extraterrestrial measurements; Frequency measurement; Fuses; Image fusion; Programmable control; Radio frequency; Wavelet transforms; Adaptive operator; CCD; Image fusion; SAR; Wavelet transform;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
Type :
conf
DOI :
10.1109/WCICA.2006.1713885
Filename :
1713885
Link To Document :
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