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07/21/2023
MatSpectNet: Material Segmentation Network with Domain-Aware and Physically-Constrained Hyperspectral Reconstruction
Achieving accurate material segmentation for 3-channel RGB images is cha...
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05/06/2023
DBAT: Dynamic Backward Attention Transformer for Material Segmentation with Cross-Resolution Patches
The objective of dense material segmentation is to identify the material...
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04/10/2023
Rotation-Scale Equivariant Steerable Filters
Incorporating either rotation equivariance or scale equivariance into CN...
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04/10/2023
Scale-Equivariant UNet for Histopathology Image Segmentation
Digital histopathology slides are scanned and viewed under different mag...
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04/10/2023
ADS_UNet: A Nested UNet for Histopathology Image Segmentation
The UNet model consists of fully convolutional network (FCN) layers arra...
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10/24/2022
Weight Fixing Networks
Modern iterations of deep learning models contain millions (billions) of...
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09/01/2022
Optimising 2D Pose Representation: Improve Accuracy, Stability and Generalisability Within Unsupervised 2D-3D Human Pose Estimation
This paper addresses the problem of 2D pose representation during unsupe...
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05/12/2022
"Teaching Independent Parts Separately"(TIPSy-GAN) : Improving Accuracy and Stability in Unsupervised Adversarial 2D to 3D Human Pose Estimation
We present TIPSy-GAN, a new approach to improve the accuracy and stabili...
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07/05/2021