Automatic registration of images by a wavelet-based multiresolution approach

Jean-Christophe Olivo-Marin; J. Deubler; Christian Boulin

doi:10.1117/12.217579

1 September 1995 Automatic registration of images by a wavelet-based multiresolution approach

Jean-Christophe Olivo-Marin, J. Deubler, Christian Boulin

Proceedings Volume 2569, Wavelet Applications in Signal and Image Processing III; (1995) https://doi.org/10.1117/12.217579
Event: SPIE's 1995 International Symposium on Optical Science, Engineering, and Instrumentation, 1995, San Diego, CA, United States

Abstract

We present a method to automatically register images presenting both global and local deformations. The image registration process is performed by exploiting a multi-level/multi- image approach whereby after having wavelet transformed the images, the subband images at different levels are used in a non-feature-based way to determine the motion vectors between the reference and the target images. The crude motion field determined by block matching at the coarsest level of the pyramid is successively refined by taking advantage of both the orientation sensitivity of the different subbands and the contribution of the adjacent levels.

Citation Download Citation

Jean-Christophe Olivo-Marin, J. Deubler, and Christian Boulin "Automatic registration of images by a wavelet-based multiresolution approach", Proc. SPIE 2569, Wavelet Applications in Signal and Image Processing III, (1 September 1995); https://doi.org/10.1117/12.217579

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