JOURNAL ARTICLE

<title>Multispectral image registration with multiresolution local template matching</title>

Wenzhong Wei

Year: 1998 Journal:   Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 3502 Pages: 217-222   Publisher: SPIE

Abstract

Image registration is needed in multi-spectral image fusion when images are taken from different viewpoints, or at different times, or by different optics systems. For multispectral images with global 2D distortions, such as translations, rotation, and scaling, we present a new image registration algorithm using local template matching. After preprocessing the multi-spectral images to make them fit to the task, we employ the local maximum or minimum energy points of wavelet transformation data as feature points of local multi-resolution templates. In coarse matching approach, the affine transformation to template image needed in traditional template matching method is avoid. Experimental results show that this algorithm is efficient and robust. Keywords: Image registration, Template matching, Algorithm, Wavelet transformation, Multispectral imag

Keywords:
Multispectral image Image registration Computer vision Artificial intelligence Computer science Matching (statistics) Image matching Template matching Image (mathematics) Pattern recognition (psychology) Mathematics Statistics

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Topics

Advanced Image Fusion Techniques
Physical Sciences →  Engineering →  Media Technology
Medical Image Segmentation Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Satellite Image Processing and Photogrammetry
Physical Sciences →  Engineering →  Ocean Engineering

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