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03/23/2020
Atlas: End-to-End 3D Scene Reconstruction from Posed Images
We present an end-to-end 3D reconstruction method for a scene by directl...
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03/19/2020
Depth Estimation by Learning Triangulation and Densification of Sparse Points for Multi-view Stereo
Multi-view stereo (MVS) is the golden mean between the accuracy of activ...
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09/12/2019
Efficient 2.5D Hand Pose Estimation via Auxiliary Multi-Task Training for Embedded Devices
2D Key-point estimation is an important precursor to 3D pose estimation ...
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06/21/2018
Gradient Adversarial Training of Neural Networks
We propose gradient adversarial training, an auxiliary deep learning fra...
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03/12/2017
SurfNet: Generating 3D shape surfaces using deep residual networks
3D shape models are naturally parameterized using vertices and faces, , ...
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02/22/2017