2016 ECCV

Spatial Attention Deep Net with Partial PSO for Hierarchical Hybrid Hand Pose Estimation. [PDF] [Project]

Qi Ye*, Shanxin Yuan*, Tae-Kyun Kim

Hand Pose Estimation from Local Surface Normals. [PDF]

Chengde Wan, Angela Yao, and Luc Van Gool

Real-time Joint Tracking of a Hand Manipulating an Object from RGB-D Input. [PDF] [Project]

Srinath Sridhar, Franziska Mueller, Michael Zollhöfer, Dan Casas, Antti Oulasvirta, Christian Theobalt

2016 CVPR

[已读] Robust 3D Hand Pose Estimation in Single Depth Images: From Single-View CNN to Multi-View CNNs. [PDF] [Project] [Code]

Liuhao Ge, Hui Liang, Junsong Yuan, Daniel Thalmann

[已读] DeepHand: Robust Hand Pose Estimation by Completing a Matrix Imputed With Deep Features. [PDF][Project]

Ayan Sinha*, Chiho Choi*, Karthik Ramani

[无关] Efficiently Creating 3D Training Data for Fine Hand Pose Estimation. [PDF] [Project] [Code]

Markus Oberweger, Gernot Riegler, Paul Wohlhart, Vincent Lepetit

[无关] Fits Like a Glove: Rapid and Reliable Hand Shape Personalization. [PDF] [Project]

David Joseph Tan, Thomas Cashman, Jonathan Taylor, Andrew Fitzgibbon, Daniel Tarlow, Sameh Khamis, Shahram Izadi, Jamie Shotton

2016 Others

[2016 NIPS] DISCO Nets : Dissimilarity Coefficient Networks. [PDF] [Project] [Code]

Diane Bouchacourt, M. Pawan Kumar, Sebastian Nowozin

[2016 ACCV] Hand Pose Regression via A Classification-guided Approach. [PDF]

Hongwei Yang, Juyong Zhang

[2016 ICPR] Deep learning for integrated hand detection and pose estimation. [PDF]

Tzu-Yang Chen, Min-Yu Wu, Yu-Hsun Hsieh, Li-Chen Fu

[已读] [2016 ICPR] Depth-based 3D hand pose tracking. [PDF]

Kha Gia Quach, Chi Nhan Duong, Khoa Luu, and Tien D. Bui.

[2016 IJCAI] Model-based Deep Hand Pose Estimation. [PDF] [Project] [Code]

Xingyi Zhou, Qingfu Wan, Wei Zhang, Xiangyang Xue, Yichen Wei

[2016 SIGGRAPH] Efficient and precise interactive hand tracking through joint, continuous optimization of pose and correspondences. [PDF]

Jonathan Taylor et al.

[2016 SIGGRAPH Asia] Sphere-Meshes for Real-Time Hand Modeling and Tracking. [PDF] [Project] [Code]

Anastasia Tkach, Mark Pauly, Andrea Tagliasacchi

2015 ICCV

[已读] Training a Feedback Loop for Hand Pose Estimation. [PDF] [Project]

Markus Oberweger, Paul Wohlhart, Vincent Lepetit

[不懂] Opening the Black Box: Hierarchical Sampling Optimization for Estimating Human Hand Pose. [PDF]

Danhang Tang, Jonathan Taylor, Pushmeet Kohli, Cem Keskin, Tae-Kyun Kim, Jamie Shotton

[不懂] Depth-based hand pose estimation: data, methods, and challenges. [PDF] [Project] [Code]

James Supancic III, Deva Ramanan, Gregory Rogez, Yi Yang, Jamie Shotton

[已读] 3D Hand Pose Estimation Using Randomized Decision Forest with Segmentation Index Points. [PDF]

Peiyi Li, Haibin Ling

[已读] A collaborative filtering approach to real-time hand pose estimation. [PDF] [Project]

Chiho Choi, Ayan Sinha, Joon Hee Choi, Sujin Jang, Karthik Ramani

[无关] Lending A Hand: Detecting Hands and Recognizing Activities in Complex Egocentric Interactions. [PDF]

Sven Bambach, Stefan Lee, David Crandall, Chen Yu

Understanding Everyday Hands in Action from RGB-D Images. [PDF]

Gregory Rogez, James Supancic III, Deva Ramanan

2015 CVPR

[已读] Cascaded Hand Pose Regression. [PDF]

Xiao Sun, Yichen Wei, Shuang Liang, Xiaoou Tang, and Jian Sun

[已读] Fast and Robust Hand Tracking Using Detection-Guided Optimization. [PDF] [Project]

Srinath Sridhar, Franziska Mueller, Antti Oulasvirta, Christian Theobalt

[无关] Learning an Efficient Model of Hand Shape Variation from Depth Images. [PDF]

Sameh Khamis, Jonathan Taylor, Jamie Shotton, Cem Keskin, Shahram Izadi, Andrew Fitzgibbon

2015 Others

[2015 BMVC] Hybrid One-Shot 3D Hand Pose Estimation by Exploiting Uncertainties. [PDF] [Project]

Georg Poier, Konstantinos Roditakis, Samuel Schulter, Damien Michel, Horst Bischof and Antonis A. Argyros

[2015 BMVC] Rule of Thumb: Deep Derotation for Improved Fingertip Detection. [PDF] [Project]

Aaron Wetzler, Ron Slossberg and Ron Kimmel

[2015 CHI] Accurate, Robust, and Flexible Real-time Hand Tracking. [PDF] [Project]

Toby Sharp, Cem Keskin, Duncan Robertson, Jonathan Taylor, Jamie Shotton, David Kim, Christoph Rhemann, Ido Leichter, Alon Vinnikov, Yichen Wei, Daniel Freedman, Pushmeet Kohli, Eyal Krupka, Andrew Fitzgibbon, Shahram Izadi

[已读] [2015 CVWW] Hands Deep in Deep Learning for Hand Pose Estimation. [PDF] [Project] [Code]

Markus Oberweger, Paul Wohlhart, Vincent Lepetit

[2015 FG] Combining Discriminative and Model Based Approaches for Hand Pose Estimation. [PDF] [Project]

Philip Krejov, Andrew Gilbert, Richard Bowden

[2015 SGP] Robust Articulated-ICP for Real-Time Hand Tracking. [PDF] [Project] [Code]

Anastasia Tkach, Mark Pauly, Andrea Tagliasacchi

arXiv Papers

[arXiv:1907.10695] Dual Grid Net: hand mesh vertex regression from single depth maps. [PDF]

Chengde Wan, Thomas Probst, Luc Van Gool, Angela Yao

[arXiv:1907.01481] HO-3D: A Multi-User, Multi-Object Dataset for Joint 3D Hand-Object Pose Estimation. [PDF]

Shreyas Hampali, Markus Oberweger, Mahdi Rad, Vincent Lepetit

[arXiv:1905.02085] Pixel-wise Regression: 3D Hand Pose Estimation via Spatial-form Representation and Differentiable Decoder. [PDF]

Xingyuan Zhang, Fuhai Zhang

[arXiv:1904.07528] Disentangling Pose from Appearance in Monochrome Hand Images. [PDF]

Yikang Li, Chris Twigg, Yuting Ye, Lingling Tao, Xiaogang Wang

[arXiv:1811.07123] RGB-based 3D Hand Pose Estimation via Privileged Learning with Depth Images. [PDF]

Shanxin Yuan, Bjorn Stenger, Tae-Kyun Kim

[arXiv:1811.07123] Explicit Pose Deformation Learning for Tracking Human Poses. [PDF]

Xiao Sun, Chuankang Li, Stephen Lin

[arXiv:1807.00898] Model-based Hand Pose Estimation for Generalized Hand Shape with Appearance Normalization. [PDF]

Jan Wöhlke, Shile Li, Dongheui Lee

[arXiv:1705.09606] End-to-end Global to Local CNN Learning for Hand Pose Recovery in Depth data. [PDF]

Meysam Madadi, Sergio Escalera, Xavier Baro, Jordi Gonzalez

[arXiv:1704.02224] Hand3D: Hand Pose Estimation using 3D Neural Network. [PDF] [Project]

Xiaoming Deng*, Shuo Yang*, Yinda Zhang*, Ping Tan, Liang Chang, Hongan Wang

[arXiv:1612.00596] Learning to Search on Manifolds for 3D Pose Estimation of Articulated Objects. [PDF]

Yu Zhang, Chi Xu, Li Cheng