hand papers - hassony2/inria-research-wiki GitHub Wiki
Table of Contents
Papers
2019 papers
Arxiv
[arxiv 1907.01481] HO-3D: A Multi-User, Multi-Object Datasetfor Joint 3D Hand-Object Pose Estimation [PDF] [code] [notes]
Shreyas Hampali, Markus Oberweger, Mahdi Rad, and Vincent Lepetit_
read 02/08/2019
2018 papers
CVPR
[arxiv 1711.07399] V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map [PDF] [code] [notes]
Gyeongsik Moon, Kyoung Mu Lee
read 02/07/2018
[arxiv 1711.08996] Dense 3D Regression for Hand Pose Estimation [PDF] [code] [notes]
Chengde Wan, Thomas Probst, Luc Van Gool, Angela Yao
read 01/07/2018
[arxiv 1803.11404] Cross-modal Deep Variational Hand Pose Estimation [PDF] [notes]
Adrian Spurr, Jie Song, Seonwook Park, Otmar Hilliges
read 10/05/2018
2017 papers
[arxiv 1705.01389] Learning to Estimate 3D Hand Pose from Single RGB Images [PDF] [synthetic dataset] [notes]
Christian Zimmermann, Thomas Brox
read 04/05/2017
[arxiv 1702.02447]Region Ensemble Network: Improving Convolutional Network for Hand Pose Estimation [PDF] [code] [notes] **claims state of the art**
Hengkai Guo, Guijin Wang, Xinghao Chen, Cairong Zhang, Fei Qiao, Huazhong Yang
read 29/05/2017
[arxiv 1704.02224] Hand3D: Hand Pose Estimation using 3D Neural Network [PDF] [project page] [notes]
Xiaoming Deng, Shuo Yang, Yinda Zhang, Ping Tan, Liang Chang, Hongan Wang
read 19/05/2017
[arxiv 1704.02201] Real-time Hand Tracking under Occlusion from an Egocentric RGB-D Sensor [PDF] [project page might appear here] [dataset] [notes]
Franziska Mueller, Dushyant Mehta, Oleksandr Sotnychenko, Srinath Sridhar, Dan Casas, Christian Theobalt
read 16/05/2017
[1705.05301] Back to RGB: 3D tracking of hands and hand-object interactions based on short-baseline stereo [PDF] [notes]
Paschalis Panteleris, Antonis Argyros
read 22/05/2017
CVPR
[arxiv 1704.02612] BigHand2.2M Benchmark: Hand Pose Dataset and State of the Art Analysis [PDF] [notes]
Shanxin Yuan, Qi Ye, Bjorn Stenger, Siddhand Jain, Tae-Kyun Kim
read 12/05/2017
2016 Papers
ECCV
[arxiv 1610.04889] Real-time Joint Tracking of a Hand Manipulating an Object from RGB-D Input [PDF] [project page] [dataset] [notes]
Srinath Sridhar, Franziska Mueller, Michael Zollhöfer, Dan Casas, Antti Oulasvirta, Christian Theobalt
read 16/05/2017
CGI (Computer Graphics International)
[acm 2949044] Efficient 3D Hand Tracking in Articulation Subspaces for the Manipulation of Virtual Objects [PDF] [notes]
Gabyong Park, Antonis Argyros, Woontack Woo
read 16/05/2017
ICCV
[ieee 7410800] Understanding Everyday Hands in Action from RGB-D Images [PDF] [notes]
Gregory Rogez, James S. Supancic, Deva Ramanan
read 11/05/2017
IJCAI
[arxiv 1606.06854] Model-based deep hand pose estimation [PDF] [code] [notes]
Xingyi Zhou, Qingfu Wan, Zhang Wei, Xiangyang Xue, Yichen Wei
read 30/05/2017
IJCV
[arxiv 1506.02178] Capturing Hands in Action using Discriminative Salient Points and Physics Simulation [PDF] [project page] [notes]
Dimitrios Tzionas, Luca Ballan, Abhilash Srikantha, Pablo Aponte, Marc Pollefeys, Juergen Gall
read 18/05/2017
Robotics: Science and Systems
[rss 001] Understanding Hand-Object Manipulation with Grasp Types and Object Attributes [PDF] [project page] [notes]
Minjie Cai, Kris M. Kitani, Yoichi Sato
read 18/05/2017
SIGGRAPH
[microsoft-efficient-hand-tracking] Efficient and precise interactive hand tracking through joint, continuous optimization of pose and correspondences [PDF] [video] [notes]
Jonathan Taylor, Benjamin Luff, Arran Topalian, Erroll Wood, Sameh Khamis, Pushmeet Kohli, Shahram Izadi, Richard Banks, Andrew Fitzgibbon, Jamie Shotton, Lucas Bordeaux, Thomas Cashman, Bob Corish, Cem Keskin, Toby Sharp, Eduardo Soto, David Sweeney, Julien Valentin
read 19/05/2017
[siggraph-mano] Embodied Hands : Modeling and Capturing Hands and Bodies Together [PDF] [project page] [notes]
Javier Romero, Dimitrios Tzionas, Michael J. Black
read 30/10/2017
2015 papers
BMVC
[arxiv 1507.05726] Rule Of Thumb: Deep derotation for improved fingertip detection [PDF] [notes]
Aaron Wetzler, Ron Slossberg, Ron Kimmel
read 19/05/2017
CVPR
[ieee-7298683] Cascaded Hand Pose Regression [PDF] [notes] [dataset MSRA]
Xiao Sun, Yichen Wei, Shuang Liang, Xiaoou Tang, Jian Sun
read 29/05/2017
CVWW (computer vision winter workshop)
[1502.06807] Hands Deep in Deep Learning for Hand Pose Estimation [PDF] [code] [notes]
Markus Oberweger, Paul Wolhart, Vincent Lepetit
read 17/05/2017
ICRA
[ieee-7139367] A Scalable Approach for Understanding the Visual Structures of Hand Grasp [PDF] [notes]
Minjie Cai, Kris M Kitani, Yoichi Sato
read 19/05/2017
ICCV
[1704.00529] 3D object reconstruction from hand-object interactions [PDF] [notes]
Dimitrios Tzionas, Juergen Gall
read 11/04/2018
Theses
2016 theses
Srinath Sridhar Tracking Hands in Action for Gesture-based Computer Input [PDF]
Universität des Saarlandes
Dimitrios Tzionas Capturing Hand-Object Interaction and Reconstruction of Manipulated Objects [PDF] (see notes on [arxiv 1506.02178])
Max Planck Institute for Intelligent Systems, Tübingen