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Automatic registration of inter-band and inter-sensor images using robust complex wavelet feature representations

TitleAutomatic registration of inter-band and inter-sensor images using robust complex wavelet feature representations
Publication TypeConference Paper
Year of Publication2008
AuthorsWong, A., D. A. Clausi, and P. Fieguth
Conference Name5th Workshop on Pattern Recognition for Remote Sensing
Date Published12/2008
Conference LocationTampa, Florida, USA
KeywordsARRSI, automatic registration, contrast invariant control point detection, control point matching schemes, control point pair localization, estimation theory, Feature Extraction, image matching, image registration, image representation, images registration, inter-band images, inter-sensor images, iterative methods, iterative refinement scheme, mapping function estimation, MSSD, multispectral optical images, registration algorithms, Remote Sensing, remote sensing images, robust complex wavelet feature representations, synthetic aperture radar, synthetic aperture radar images, wavelet transforms
Abstract

A robust method for registering inter-band and inter-sensor remote sensing images has been designed and implemented. The proposed method introduces noise-resilient and contrast invariant control point detection and control point matching schemes based on robust complex wavelet feature representations. Furthermore, an iterative refinement scheme is introduced for achieving improved control point pair localization and mapping function estimation between the images being registered. The registration accuracy of the proposed method was demonstrated on the registration of multi-spectral optical and synthetic aperture radar (SAR) images. The proposed method achieves better registration accuracy when compared with the state-of-the-art MSSD and ARRSI registration algorithms.

DOI10.1109/PRRS.2008.4783164