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07/06/2023
Fourier-Net+: Leveraging Band-Limited Representation for Efficient 3D Medical Image Registration
U-Net style networks are commonly utilized in unsupervised image registr...
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12/09/2022
Category-Level 6D Object Pose Estimation with Flexible Vector-Based Rotation Representation
In this paper, we propose a novel 3D graph convolution based pipeline fo...
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11/29/2022
Fourier-Net: Fast Image Registration with Band-limited Deformation
Unsupervised image registration commonly adopts U-Net style networks to ...
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11/19/2022
GRATIS: Deep Learning Graph Representation with Task-specific Topology and Multi-dimensional Edge Features
Graph is powerful for representing various types of real-world data. The...
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08/07/2022
U-Net vs Transformer: Is U-Net Outdated in Medical Image Registration?
Due to their extreme long-range modeling capability, vision transformer-...
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05/25/2022
Structure Unbiased Adversarial Model for Medical Image Segmentation
Generative models have been widely proposed in image recognition to gene...
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09/26/2021
Nesterov Accelerated ADMM for Fast Diffeomorphic Image Registration
Deterministic approaches using iterative optimisation have been historic...
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05/25/2021
Learning a Model-Driven Variational Network for Deformable Image Registration
Data-driven deep learning approaches to image registration can be less a...
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03/12/2021
FS-Net: Fast Shape-based Network for Category-Level 6D Object Pose Estimation with Decoupled Rotation Mechanism
In this paper, we focus on category-level 6D pose and size estimation fr...
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07/19/2020
Geometry Constrained Weakly Supervised Object Localization
We propose a geometry constrained network, termed GC-Net, for weakly sup...
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03/24/2020
G2L-Net: Global to Local Network for Real-time 6D Pose Estimation with Embedding Vector Features
In this paper, we propose a novel real-time 6D object pose estimation fr...
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12/24/2018
Texture Deformation Based Generative Adversarial Networks for Face Editing
Despite the significant success in image-to-image translation and latent...
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03/03/2017