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08/25/2023
HiFiHR: Enhancing 3D Hand Reconstruction from a Single Image via High-Fidelity Texture
We present HiFiHR, a high-fidelity hand reconstruction approach that uti...
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05/01/2023
Overcoming the Trade-off Between Accuracy and Plausibility in 3D Hand Shape Reconstruction
Direct mesh fitting for 3D hand shape reconstruction is highly accurate....
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01/25/2023
Bias-Compensated Integral Regression for Human Pose Estimation
In human and hand pose estimation, heatmaps are a crucial intermediate r...
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01/21/2023
Improving Deep Regression with Ordinal Entropy
In computer vision, it is often observed that formulating regression pro...
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11/24/2022
UV-Based 3D Hand-Object Reconstruction with Grasp Optimization
We propose a novel framework for 3D hand shape reconstruction and hand-o...
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03/17/2022
Confidence Dimension for Deep Learning based on Hoeffding Inequality and Relative Evaluation
Research on the generalization ability of deep neural networks (DNNs) ha...
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12/13/2021
Local and Global Point Cloud Reconstruction for 3D Hand Pose Estimation
This paper addresses the 3D point cloud reconstruction and 3D pose estim...
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07/25/2020
Video Super Resolution Based on Deep Learning: A comprehensive survey
In recent years, deep learning has made great progress in the fields of ...
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06/16/2020
Cogradient Descent for Bilinear Optimization
Conventional learning methods simplify the bilinear model by regarding t...
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03/30/2020
Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction
In this work, we study how well different type of approaches generalise ...
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12/03/2018