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A probabilistic demons algorithm for texture-rich image registration

Yang, Di; Li, Hongdong

Description

Demons algorithm has attracted considerable attention from the image processing community for registering (i.e., matching/aligning) deformable objects or images. It is observed that this algorithm is particularly successful when it applies to nonrigid object having homogenous region, but often fails when the object of interest is rich in texture. This is mainly because the Demons algorithm tends to overfit the many spurious edges inside the texture-rich region, consequently leading to erroneous...[Show more]

CollectionsANU Research Publications
Date published: 2009
Type: Conference paper
URI: http://hdl.handle.net/1885/81705
Source: Proceedings - International Conference on Image Processing, ICIP
DOI: 10.1109/ICIP.2009.5414137

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