Authors: Sujoy Roy
Addresses: Institute for Infocomm Research, A*Star 1 Fusionopolis Way, #21-01, Connexis 138632, Singapore
Abstract: In this paper, a method for image registration using 2D regions as correspondence features is proposed. The proposed method consists of three stages. First, a region segmentation technique is used to find reasonably good regions in image pairs. Second, an adjacency relationship based region matching technique is proposed to find corresponding regions between image pairs. Lastly, a method for finding the affine transformation between regions based on minimum enclosing ellipses is presented. Extensive experiments are performed to demonstrate the efficacy of the proposed method in registering real image pairs subject to large perspective distortions.
Keywords: image regions; registration; mosaics; image registration; mosaicking; correspondence features; adjacency relationship; region matching; image pairs; affine transformation; perspective distortions.
International Journal of Computer Applications in Technology, 2010 Vol.37 No.1, pp.59 - 73
Published online: 17 Dec 2009 *Full-text access for editors Access for subscribers Purchase this article Comment on this article