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08/29/2023
WrappingNet: Mesh Autoencoder via Deep Sphere Deformation
There have been recent efforts to learn more meaningful representations ...
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09/09/2022
GRASP-Net: Geometric Residual Analysis and Synthesis for Point Cloud Compression
Point cloud compression (PCC) is a key enabler for various 3-D applicati...
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11/09/2021
Graph-Based Depth Denoising Dequantization for Point Cloud Enhancement
A 3D point cloud is typically constructed from depth measurements acquir...
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04/01/2021
FESTA: Flow Estimation via Spatial-Temporal Attention for Scene Point Clouds
Scene flow depicts the dynamics of a 3D scene, which is critical for var...
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06/17/2020
TearingNet: Point Cloud Autoencoder to Learn Topology-Friendly Representations
Topology matters. Despite the recent success of point cloud processing w...
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02/11/2020
3D Point Cloud Enhancement using Graph-Modelled Multiview Depth Measurements
A 3D point cloud is often synthesized from depth measurements collected ...
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09/17/2019
Deep End-to-End Alignment and Refinement for Time-of-Flight RGB-D Module
Recently, it is increasingly popular to equip mobile RGB cameras with Ti...
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09/26/2018
DSR: Direct Self-rectification for Uncalibrated Dual-lens Cameras
With the developments of dual-lens camera modules,depth information repr...
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07/31/2018
Deep Graph Laplacian Regularization
We propose to combine the robustness merit of model-based approaches and...
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03/20/2018
3D Point Cloud Denoising using Graph Laplacian Regularization of a Low Dimensional Manifold Model
3D point cloud - a new signal representation of volumetric objects - is ...
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03/18/2018
Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains
Despite the recent success of stereo matching with convolutional neural ...
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03/07/2018
Single View Stereo Matching
Previous monocular depth estimation methods take a single view and direc...
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12/18/2017
LSTM Pose Machines
We observed that recent state-of-the-art results on single image human p...
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05/30/2017
Robust Tracking Using Region Proposal Networks
Recent advances in visual tracking showed that deep Convolutional Neural...
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04/27/2016