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05/30/2023
CTSN: Predicting Cloth Deformation for Skeleton-based Characters with a Two-stream Skinning Network
We present a novel learning method to predict the cloth deformation for ...
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04/14/2023
Tailored Multi-Organ Segmentation with Model Adaptation and Ensemble
Multi-organ segmentation, which identifies and separates different organ...
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03/28/2023
Iteratively Coupled Multiple Instance Learning from Instance to Bag Classifier for Whole Slide Image Classification
Whole Slide Image (WSI) classification remains a challenge due to their ...
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10/26/2022
Super-Resolution Based Patch-Free 3D Medical Image Segmentation with Self-Supervised Guidance
High resolution (HR) 3D medical image segmentation plays an important ro...
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07/29/2022
ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise Perspective for Medical Image Segmentation
Recently, a variety of vision transformers have been developed as their ...
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03/08/2022
Efficient and Accurate Hyperspectral Pansharpening Using 3D VolumeNet and 2.5D Texture Transfer
Recently, convolutional neural networks (CNN) have obtained promising re...
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02/27/2022
Attention-based Cross-Layer Domain Alignment for Unsupervised Domain Adaptation
Unsupervised domain adaptation (UDA) aims to learn transferable knowledg...
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12/13/2021
N-Cloth: Predicting 3D Cloth Deformation with Mesh-Based Networks
We present a novel mesh-based learning approach (N-Cloth) for plausible ...
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12/04/2021
Sphere Face Model:A 3D Morphable Model with Hypersphere Manifold Latent Space
3D Morphable Models (3DMMs) are generative models for face shape and app...
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11/08/2021
Mixed Transformer U-Net For Medical Image Segmentation
Though U-Net has achieved tremendous success in medical image segmentati...
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08/02/2021
Multi-phase Liver Tumor Segmentation with Spatial Aggregation and Uncertain Region Inpainting
Multi-phase computed tomography (CT) images provide crucial complementar...
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04/08/2021
Reconstructing Recognizable 3D Face Shapes based on 3D Morphable Models
Many recent works have reconstructed distinctive 3D face shapes by aggre...
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03/07/2021
Graph-based Pyramid Global Context Reasoning with a Saliency-aware Projection for COVID-19 Lung Infections Segmentation
Coronavirus Disease 2019 (COVID-19) has rapidly spread in 2020, emerging...
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02/27/2021
PA-ResSeg: A Phase Attention Residual Network for Liver Tumor Segmentation from Multi-phase CT Images
In this paper, we propose a phase attention residual network (PA-ResSeg)...
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08/02/2020
P-Cloth: Interactive Complex Cloth Simulation on Multi-GPU Systems using Dynamic Matrix Assembly and Pipelined Implicit Integrators
We present a novel parallel algorithm for cloth simulation that exploits...
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06/27/2020
Interactive Deep Refinement Network for Medical Image Segmentation
Deep learning techniques have successfully been employed in numerous com...
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04/19/2020
UNet 3+: A Full-Scale Connected UNet for Medical Image Segmentation
Recently, a growing interest has been seen in deep learning-based semant...
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08/14/2018
Multispectral Pedestrian Detection via Simultaneous Detection and Segmentation
Multispectral pedestrian detection has attracted increasing attention fr...
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03/14/2018