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06/21/2023
Balanced Mixture of SuperNets for Learning the CNN Pooling Architecture
Downsampling layers, including pooling and strided convolutions, are cru...
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03/07/2023
PSDNet: Determination of Particle Size Distributions Using Synthetic Soil Images and Convolutional Neural Networks
This project aimed to determine the grain size distribution of granular ...
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06/05/2022
U(1) Symmetry-breaking Observed in Generic CNN Bottleneck Layers
We report on a significant discovery linking deep convolutional neural n...
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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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06/22/2018
Keypoint Transfer for Fast Whole-Body Segmentation
We introduce an approach for image segmentation based on sparse correspo...
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11/29/2017