DocumentCode :
2218576
Title :
Multi-spectral image inter-band registration technology research
Author :
Fang, Zhou ; Cao, Chunxiang ; Jiang, Wanshou ; Ji, Wei ; Xu, Min ; Lu, Shilei
Author_Institution :
State Key Lab. of Remote Sensing Sci., Beijing Normal Univ., Beijing, China
fYear :
2012
fDate :
22-27 July 2012
Firstpage :
4287
Lastpage :
4290
Abstract :
Multi-spectral image refers to the use of multi-spectral sensors from the same object (target or region) to obtain the spectral range of more than one image. With the development of multi-spectral imaging technology, the existence of non-rigid mismatch among the original inter-band images requires a higher accuracy and faster registration. Here an automatic elastic registration method based on mutual information and thin-plate spline interpolation is presented, we carried out HJ-1A/B satellite Level 1 visible light inter-band images registration. This does not require other priori assumptions among multi-spectral image gray relationships, or the need for image segmentation and pre-processing (such as feature extraction, classification, etc.). Through the research about multi-spectral image inter-band registration, deviations may be controlled within an acceptable range, we can get more information about multi-spectral images.
Keywords :
geophysical image processing; image registration; image sensors; interpolation; splines (mathematics); HJ-1A/B satellite Level 1 visible light inter-band image registration; automatic elastic registration method; multispectral image inter-band registration; multispectral sensors; mutual information; nonrigid mismatch; thin-plate spline interpolation; Accuracy; Biomedical imaging; Image registration; Interpolation; Mutual information; Splines (mathematics); Vectors; Image registration; Multispectral imaging; Mutual information; Spline;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
ISSN :
2153-6996
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
Type :
conf
DOI :
10.1109/IGARSS.2012.6351720
Filename :
6351720
Link To Document :
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