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08/25/2022
Using Atom-Like Local Image Features to Study Human Genetics and Neuroanatomy in Large Sets of 3D Medical Image Volumes
The contributions of this thesis stem from technology developed to analy...
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05/30/2022
Registering Image Volumes using 3D SIFT and Discrete SP-Symmetry
This paper proposes to extend local image features in 3D to include inva...
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12/19/2021
GPU optimization of the 3D Scale-invariant Feature Transform Algorithm and a Novel BRIEF-inspired 3D Fast Descriptor
This work details a highly efficient implementation of the 3D scale-inva...
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10/07/2021
Curating Subject ID Labels using Keypoint Signatures
Subject ID labels are unique, anonymized codes that can be used to group...
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03/11/2021
Efficient Pairwise Neuroimage Analysis using the Soft Jaccard Index and 3D Keypoint Sets
We propose a novel pairwise distance measure between variable-sized sets...
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09/18/2017