DocumentCode :
2431169
Title :
Improving robustness of real-time geo-registration process
Author :
Linh, D.H. ; Satzoda, R.K. ; Suchitra, S. ; Srikanthan, T.
Author_Institution :
Centre for High Performance Embedded Syst., Nanyang Technol. Univ., Singapore
fYear :
2008
fDate :
7-11 June 2008
Firstpage :
717
Lastpage :
721
Abstract :
In this paper, a modified correspondence matching method is proposed for geo-registration system that enables parallelism and image update detection. The image to be geo-referenced is divided into blocks which can be processed in parallel. A voting process is performed on the correlation measures obtained from different blocks to determine the match point. An image update detection method is also presented, which uses the correlation data from the proposed block based matching method to determine which parts of the image have been updated or changed with respect to an existing reference image. The experimental results to evaluate the proposed methods are presented. The proposed method gives better matching scores compared to the conventional correlation approach.
Keywords :
correlation methods; geophysical signal processing; image matching; image registration; block based matching method; correlation measure; image update detection; real-time geo-registration process; voting process; Digital cameras; Feature extraction; Image registration; Lighting; Neural networks; Rendering (computer graphics); Robustness; Signal processing; Telemetry; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Networks and Signal Processing, 2008 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-2310-1
Electronic_ISBN :
978-1-4244-2311-8
Type :
conf
DOI :
10.1109/ICNNSP.2008.4590444
Filename :
4590444
Link To Document :
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