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MICCAI
2003
Springer

Disease-Oriented Evaluation of Dual-Bootstrap Retinal Image Registration

15 years 1 months ago
Disease-Oriented Evaluation of Dual-Bootstrap Retinal Image Registration
Abstract. This paper presents a disease-oriented evaluation of two recent retinal image registration algorithms, one for aligning pairs of retinal images and one for simultaneously aligning all images in a set. Medical conditions studied include diabetic retinopathy, vein occlusion, and both dry and wet age-related macular degeneration. The multi-image alignment worked virtually flawlessly, missing only 2 of 855 images. Pairwise registration, the Dual-Bootstrap ICP algorithm, worked nearly as well, successfully aligning 99.5% of the image pairs having a sufficient set of common features and 78.5% overall. Images of retinas having an edema and pairs of images taken before and after laser treatment proved the most difficult to register.
Chia-Ling Tsai, Anna Majerovics, Charles V. Stewar
Added 15 Nov 2009
Updated 15 Nov 2009
Type Conference
Year 2003
Where MICCAI
Authors Chia-Ling Tsai, Anna Majerovics, Charles V. Stewart, Badrinath Roysam
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