Collaborative Learning for Hand and Object Reconstruction with Attention-guided Graph Convolution

27 April 2022

Papers citing "Collaborative Learning for Hand and Object Reconstruction with Attention-guided Graph Convolution"

50 / 67 papers shown

Title
InterDyn: Controllable Interactive Dynamics with Video Diffusion Models Rick Akkerman Haiwen Feng M. Black Dimitrios Tzionas Victoria Fernandez-Abrevaya VGen AI4CE 167 3 0 16 Dec 2024
Embodied Hands: Modeling and Capturing Hands and Bodies Together Javier Romero Dimitrios Tzionas Michael J. Black 3DH CVBM 75 401 0 07 Jan 2022
Towards unconstrained joint hand-object reconstruction from RGB videos Yana Hasson Gül Varol Ivan Laptev Cordelia Schmid 3DH 66 63 0 16 Aug 2021
RGB2Hands: Real-Time Tracking of 3D Hand Interactions from Monocular RGB Video Jiayi Wang Franziska Mueller Florian Bernard Suzanne Sorli Oleksandr Sotnychenko Neng Qian M. Otaduy Dan Casas Christian Theobalt 3DH 62 49 0 22 Jun 2021
Real-time Pose and Shape Reconstruction of Two Interacting Hands With a Single Depth Camera Franziska Mueller Micah Davis Florian Bernard Oleksandr Sotnychenko M. Verschoor M. Otaduy Dan Casas Christian Theobalt 3DH 78 160 0 15 Jun 2021
Semi-Supervised 3D Hand-Object Poses Estimation with Interactions in Time Shao-Wei Liu Hanwen Jiang Jiarui Xu Sifei Liu Xiaolong Wang 3DH 93 165 0 09 Jun 2021
DexYCB: A Benchmark for Capturing Hand Grasping of Objects Yu-Wei Chao Wei Yang Yu Xiang Pavlo Molchanov Ankur Handa ... Karl Van Wyk Umar Iqbal Stan Birchfield Jan Kautz Dieter Fox 76 264 0 09 Apr 2021
Reconstructing Hand-Object Interactions in the Wild Zhe Cao Ilija Radosavovic Angjoo Kanazawa Jitendra Malik 3DH 70 147 0 17 Dec 2020
CPF: Learning a Contact Potential Field to Model the Hand-Object Interaction Lixin Yang Xinyu Zhan Kailin Li Wenqiang Xu Jiefeng Li Cewu Lu 75 126 0 02 Dec 2020
Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose Hongsuk Choi Gyeongsik Moon Kyoung Mu Lee 3DH 53 382 0 20 Aug 2020
DeepHandMesh: A Weakly-supervised Deep Encoder-Decoder Framework for High-fidelity Hand Mesh Modeling Gyeongsik Moon Takaaki Shiratori Kyoung Mu Lee 3DH 59 65 0 19 Aug 2020
Grasping Field: Learning Implicit Representations for Human Grasps Korrawe Karunratanakul Jinlong Yang Yan Zhang Michael J. Black Krikamol Muandet Siyu Tang 3DH 72 211 0 10 Aug 2020
SeqHAND:RGB-Sequence-Based 3D Hand Pose and Shape Estimation John Yang H. Chang Seungeui Lee Nojun Kwak 3DH 75 50 0 10 Jul 2020
Understanding Human Hands in Contact at Internet Scale Dandan Shan Jiaqi Geng Michelle Shu David Fouhey 83 322 0 11 Jun 2020
Leveraging Photometric Consistency over Time for Sparsely Supervised Hand-Object Reconstruction Yana Hasson Bugra Tekin Federica Bogo Ivan Laptev Marc Pollefeys Cordelia Schmid 3DH 95 190 0 28 Apr 2020
Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild Dominik Kulon R. Güler Iasonas Kokkinos M. Bronstein Stefanos Zafeiriou 3DH 33 209 0 04 Apr 2020
HOPE-Net: A Graph-based Model for Hand-Object Pose Estimation Bardia Doosti Shujon Naha Majid Mirbagheri David J. Crandall 3DH 50 190 0 31 Mar 2020
Learning Human-Object Interaction Detection using Interaction Points Tiancai Wang Tong Yang Martin Danelljan Fahad Shahbaz Khan Xinming Zhang Jian Sun 58 212 0 31 Mar 2020
Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction Anil Armagan Guillermo Garcia-Hernando Seungryul Baek Shreyas Hampali Mahdi Rad ... Philippe Weinzaepfel Romain Brégier Grégory Rogez Vincent Lepetit Tae-Kyun Kim 3DH 68 49 0 30 Mar 2020
Monocular Real-time Hand Shape and Motion Capture using Multi-modal Data Yuxiao Zhou Marc Habermann Weipeng Xu I. Habibie Christian Theobalt F. Xu 3DH 74 206 0 21 Mar 2020
Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints Adrian Spurr Umar Iqbal Pavlo Molchanov Otmar Hilliges Jan Kautz 3DH 149 151 0 20 Mar 2020
SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator Shunwang Gong Lei Chen M. Bronstein Stefanos Zafeiriou 3DH 91 148 0 13 Nov 2019
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images Christiane Zimmermann Duygu Ceylan Jimei Yang Bryan C. Russell Max Argus Thomas Brox 3DH 226 408 0 10 Sep 2019
Learning joint reconstruction of hands and manipulated objects Yana Hasson Gül Varol Dimitrios Tzionas Igor Kalevatykh Michael J. Black Ivan Laptev Cordelia Schmid 3DH 56 530 0 11 Apr 2019
H+O: Unified Egocentric Recognition of 3D Hand-Object Poses and Interactions Bugra Tekin Federica Bogo Marc Pollefeys EgoV 69 253 0 10 Apr 2019
Pushing the Envelope for RGB-based Dense 3D Hand Pose Estimation via Neural Rendering Seungryul Baek K. Kim Tae-Kyun Kim 3DH 69 213 0 08 Apr 2019
3D Hand Shape and Pose Estimation from a Single RGB Image Liuhao Ge Zhou Ren Yuncheng Li Zehao Xue Yingying Wang Jianfei Cai Junsong Yuan 3DH 57 435 0 03 Mar 2019
End-to-end Hand Mesh Recovery from a Monocular RGB Image Xiong Zhang Qiang Li Hong Mo Wenbo Zhang Wen Zheng 3DH 57 208 0 25 Feb 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 126 4,054 0 25 Feb 2019
3D Hand Shape and Pose from Images in the Wild A. Boukhayma Rodrigo de Bem Philip Torr 3DH 64 354 0 09 Feb 2019
How Powerful are Graph Neural Networks? Keyulu Xu Weihua Hu J. Leskovec Stefanie Jegelka GNN 238 7,642 0 01 Oct 2018
A Simple Approach to Intrinsic Correspondence Learning on Unstructured 3D Meshes I. Lim A.C.A. Dielen M. Campen Leif Kobbelt 62 95 0 18 Sep 2018
Collaborative Learning for Deep Neural Networks Guocong Song Wei Chai FedML 40 196 0 30 May 2018
Tight Bounds for Collaborative PAC Learning via Multiplicative Weights Jiecao Chen Qin Zhang Yuanshuo Zhou 26 18 0 23 May 2018
Improved Algorithms for Collaborative PAC Learning Huy Le Nguyen Lydia Zakynthinou 114 27 0 22 May 2018
Scaling Egocentric Vision: The EPIC-KITCHENS Dataset Dima Damen Hazel Doughty G. Farinella Sanja Fidler Antonino Furnari ... Davide Moltisanti Jonathan Munro Toby Perrett Will Price Michael Wray EgoV 121 1,029 0 08 Apr 2018
Cross-modal Deep Variational Hand Pose Estimation Adrian Spurr Mingli Song Seonwook Park Otmar Hilliges 3DH 60 284 0 30 Mar 2018
AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation Thibault Groueix Matthew Fisher Vladimir G. Kim Bryan C. Russell Mathieu Aubry 3DV 135 1,184 0 15 Feb 2018
Dynamic Graph CNN for Learning on Point Clouds Yue Wang Yongbin Sun Ziwei Liu Sanjay E. Sarma M. Bronstein Justin Solomon GNN 3DPC 255 6,144 0 24 Jan 2018
Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals Shanxin Yuan Guillermo Garcia-Hernando B. Stenger Gyeongsik Moon Ju Yong Chang ... Shile Li Dongheui Lee Iason Oikonomidis Antonis Argyros Tae-Kyun Kim 3DH 59 201 0 11 Dec 2017
GANerated Hands for Real-time 3D Hand Tracking from Monocular RGB Franziska Mueller Florian Bernard Oleksandr Sotnychenko Dushyant Mehta Srinath Sridhar Dan Casas Christian Theobalt 3DH 84 522 0 04 Dec 2017
Occlusion-aware Hand Pose Estimation Using Hierarchical Mixture Density Network Qianru Ye Tae-Kyun Kim 3DH 94 53 0 29 Nov 2017
PoseCNN: A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes Yu Xiang Tanner Schmidt V. Narayanan Dieter Fox 3DPC 142 1,955 0 01 Nov 2017
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 476 20,138 0 30 Oct 2017
Collaborative Deep Learning in Fixed Topology Networks Zhanhong Jiang Aditya Balu Chinmay Hegde Soumik Sarkar FedML 54 180 0 23 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 690 131,526 0 12 Jun 2017
Learning by Association - A versatile semi-supervised training method for neural networks Philip Häusser A. Mordvintsev Daniel Cremers BDL 70 121 0 03 Jun 2017
CORe50: a New Dataset and Benchmark for Continuous Object Recognition Vincenzo Lomonaco Davide Maltoni 179 493 0 09 May 2017
Learning to Estimate 3D Hand Pose from Single RGB Images Christiane Zimmermann Thomas Brox 3DH 69 707 0 03 May 2017
Hand Keypoint Detection in Single Images using Multiview Bootstrapping Tomas Simon Hanbyul Joo I. Matthews Yaser Sheikh 3DH 75 1,113 0 25 Apr 2017