paper 154：姿态估计（Hand Pose Estimation）相关总结

Awesome Works  ！！！！

Table of Contents

• Conference Papers
  • 2017 ICCV
  • 2017 CVPR
  • 2017 Others
  • 2016 ECCV
  • 2016 CVPR
  • 2016 Others
  • 2015 ICCV
  • 2015 CVPR
  • 2015 Others
  • 2014 CVPR
  • 2014 Others & Before
• Journal Papers
• Theses
• Datasets
• Challenges
• Other Related Papers

Evaluation codes

See folder evaluation to get more details about performance evaluation for hand pose estimation.

arXiv Papers

[PDF]

Franziska Mueller, Florian Bernard, Oleksandr Sotnychenko, Dushyant Mehta, Srinath Sridhar, Dan Casas, Christian Theobalt

[PDF]

Qi Ye, Tae-Kyun Kim

[Code]

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

[PDF]

Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee

[PDF]

Xinghao Chen, Guijin Wang, Hengkai Guo, Cairong Zhang

[Code]

Hengkai Guo, Guijin Wang, Xinghao Chen, Cairong Zhang

[Project Page]

Francisco Gomez-Donoso, Sergio Orts-Escolano and Miguel Cazorla

[PDF]

Meysam Madadi, Sergio Escalera, Xavier Baro, Jordi Gonzalez

[Project Page]

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

[PDF]

Yu Zhang, Chi Xu, Li Cheng

[PDF]

Jiawei Zhang, Jianbo Jiao, Mingliang Chen, Liangqiong Qu, Xiaobin Xu, Qingxiong Yang

Conference Papers

2017 ICCV

[Code]

Christian Zimmermann, Thomas Brox

[Project Page]

Franziska Mueller, Dushyant Mehta, Oleksandr Sotnychenko, Srinath Sridhar, Dan Casas, Christian Theobalt

[Project Page]

Chiho Choi, Sang Ho Yoon, Chin-Ning Chen, Karthik Ramani

[Project Page]

Chiho Choi, Sangpil Kim, Karthik Ramani

[PDF]

Paschalis Panteleris, Antonis Argyros

[Code]

Markus Oberweger and Vincent Lepetit

[PDF]

Rilwan Remilekun Basaru, Chris Child, Eduardo Alonso, Greg Slabaugh

2017 CVPR

[Code]

Tomas Simon, Hanbyul Joo, Iain Matthews, Yaser Sheikh

[Code]

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

[PDF]

Shanxin Yuan*, Qi Ye*, Bjorn Stenger, Siddhand Jain, Tae-Kyun Kim

[Project Page]

Liuhao Ge, Hui Liang, Junsong Yuan and Daniel Thalmann

2017 Others

[PDF]

Endri Dibra*, Thomas Wolf*, Cengiz Öztireli, Markus Gross

[Code]

Hengkai Guo, Guijin Wang, Xinghao Chen, Cairong Zhang, Fei Qiao, Huazhong Yang

[Project Page]

Jiawei Zhang, Jianbo Jiao, Mingliang Chen, Liangqiong Qu, Xiaobin Xu, and Qingxiong Yang

[PDF]

Jonathan Taylor*, Vladimir Tankovich*, Danhang Tang*, Cem Keskin*, David Kim, Philip Davidson, Adarsh Kowdle, Shahram Izadi

[Project Page]

Anastasia Tkach*, Andrea Tagliasacchi*, Edoardo Remelli, Mark Pauly, Andrew Fitzgibbon

[Project Page]

Javier Romero*, Dimitrios Tzionas* and Michael J. Black

[PDF]

Min-Yu Wu, Ya Hui Tang, Pai-Wei Ting and Li-Chen Fu

[Project Page]

Konstantinos Roditakis, Alexandros Makris and Antonis Argyros

[PDF]

Tzu-Yang Chen, Pai-Wen Ting, Min-Yu Wu, Li-Chen Fu

[Slide]

Meysam Madadi, Sergio Escalera, Alex Carruesco Llorens, Carlos Andujar, Xavier Baro, Jordi Gonzalez

[Project Page]

Duncan Goudie, Aphrodite Galata

2016 ECCV

[Project Page]

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

[PDF]

Chengde Wan, Angela Yao, and Luc Van Gool

[Project Page]

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

2016 Others

[PDF]

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

[Code]

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

[PDF]

Jonathan Taylor et al.

[Code]

Anastasia Tkach, Mark Pauly, Andrea Tagliasacchi

2016 CVPR

[Code]

Liuhao Ge, Hui Liang, Junsong Yuan, Daniel Thalmann

[Project Page]

Ayan Sinha*, Chiho Choi*, Karthik Ramani

[Code]

Markus Oberweger, Gernot Riegler, Paul Wohlhart, Vincent Lepetit

[Project Page]

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

2015 ICCV

[Project Page]

Markus Oberweger, Paul Wohlhart, Vincent Lepetit

[PDF]

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

[Code]

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

[PDF]

Peiyi Li, Haibin Ling

[Project Page]

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

[PDF]

Sven Bambach, Stefan Lee, David Crandall, Chen Yu

[PDF]

Gregory Rogez, James Supancic III, Deva Ramanan

2015 CVPR

[PDF]

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

[Project Page]

Srinath Sridhar, Franziska Mueller, Antti Oulasvirta, Christian Theobalt

[PDF]

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

2015 Others

[Project Page]

Aaron Wetzler, Ron Slossberg and Ron Kimmel

[Project Page]

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

[Code]

Markus Oberweger, Paul Wohlhart, Vincent Lepetit

[Project Page]

Philip Krejov, Andrew Gilbert, Richard Bowden

[Code]

Anastasia Tkach, Mark Pauly, Andrea Tagliasacchi

2014 CVPR

[Project Page]

Chen Qian, Xiao Sun, Yichen Wei, Xiaoou Tang and Jian Sun

[Project Page]

Danhang Tang, Hyung Jin Chang, Alykhan Tejani, T-K. Kim

[Project Page]

Jonathan Taylor, Richard Stebbing, Varun Ramakrishna, Cem Keskin, Jamie Shotton, Shahram Izadi, Aaron Hertzmann, Andrew Fitzgibbon

[Project Page]

Iason Oikonomidis, Manolis IA Lourakis, Antonis A Argyros

2014 Others & Before

[Project Page]

Jonathan Tompson, Murphy Stein, Yann Lecun and Ken Perlin

[Project Page]

Danhang Tang, Tsz Ho Yu and T-K. Kim

[Project Page]

Srinath Sridhar, Antti Oulasvirta, Christian Theobalt

[Project Page]

Chi Xu, Li Cheng

[Project Page]

Ballan, L. and Taneja, A. and Gall, J. and van Gool, L. and Pollefeys, M.

[2012 ECCV] Hand pose estimation and hand shape classification using multi-layered randomized decision forests.

Cem KeskinFurkan, KıraçYunus Emre, KaraLale Akarun

[PDF]

Cem Keskin, Furkan Kırac, Yunus Emre Kara, Lale Akarun

[Code]

Iason Oikonomidis, Nikolaos Kyriazis, Antonis A. Argyros

Journal Papers

[PDF]

Natalia Neverova, Christian Wolf, Florian Nebout, Graham Taylor

[Project Page]

Tzionas, D., Ballan, L., Srikantha, A., Aponte, P., Pollefeys, M., Gall, J.

[Project Page]

Chi Xu, Lakshmi Narasimhan Govindarajan, Yu Zhang, Li Cheng

[PDF]

Danhang Tang, Hyung Chang, Alykhan Tejani, Tae-Kyun Kim

[Project Page]

Philip Krejov, Andrew Gilbert, Richard Bowden

[PDF]

Hui Liang, Junsong Yuan, Daniel Thalmann

[Code]

Chi Xu, Ashwin Nanjappa, Xiaowei Zhang, Li Cheng

[Code]

Hui Liang, Junsong Yuan, Daniel Thalmann

Theses

[Project Page]

Dimitrios Tzionas, University of Bonn

[PDF]

Srinath Sridhar,  Max Planck Institute for Informatics

[Project Page]

Danhang Tang, Imperial College London

[Project Page]

Natalia Neverova, National Institut of Applied Science (INSA de Lyon), France

[Project Page]

Philip Krejov, University of Surrey

[PDF]

Iason Oikonomidis, University of Crete

[PDF]

Hui Liang, Nanyang Technological University

[PDF]

Jonathan Tompson, New York University

Datasets

NYU Hand Pose Dataset

• Website
• Related Paper: Real-Time Continuous Pose Recovery of Human Hands Using Convolutional Networks, SIGGRAPH 2014 [PDF]

ICVL Dataset

• Website
• Related Paper: Latent regression forest: Structured estimation of 3d articulated hand posture, CVPR 2014 [PDF]

MARA15 Dataset

• Website
• Related Paper: Cascaded Hand Pose Regression, CVPR 2015 [PDF]

BigHand2.2M Benchmark

• Website
• Related Paper: Big Hand 2.2M Benchmark: Hand Pose Data Set and State of the Art Analysis, CVPR 2017 [PDF]

MARC (FingerPaint) Dataset

• Website
• Related Paper: Accurate, Robust, and Flexible Real-time Hand Tracking, CHI 2015 [PDF]

UCI-EGO Dataset

• Website
• Related Paper: 3D Hand Pose Detection in Egocentric RGB-D Images, ECCVW 2014 [PDF]

Hands in Action Dataset

• Website
• Related Paper: Capturing Hands in Action using Discriminative Salient Points and Physics Simulation, IJCV 2016 [PDF]

HandNet Dataset (Fingertip)

• Website
• Related Paper: Rule of Thumb: Deep Derotation for Improved Fingertip Detection, BMVC 2015 [PDF]

MARA14 Dataset

• Website
• Related Paper: Realtime and Robust Hand Tracking from Depth, CVPR 2014 [PDF]

Dexter 1 Dataset

• Website
• Related Paper: Interactive Markerless Articulated Hand Motion Tracking Using RGB and Depth Data, ICCV 2013 [PDF]

ASTAR Dataset

• Website
• Related Paper: Efficient hand pose estimation from a single depth image, ICCV 2013 [PDF]

Credits:

• [1] Big Hand 2.2M Benchmark: Hand Pose Data Set and State of the Art Analysis, CVPR 2017 [PDF]
• [2] http://arrummzen.net/#HandData
• [3] Capturing Hand-Object Interaction and Reconstruction of Manipulated Objects. [PDF]

Challenges

The 2017 Hands in the Million Challenge on 3D Hand Pose Estimation.

3rd International Workshop on Observing and Understanding Hands in Action ( HANDS 2017), ICCV 2017

• Challenge Website
• Submission Website: Frame and Tracking Task, Hand-Object Task
• Document: The 2017 Hands in the Million Challenge on 3D Hand Pose Estimation, arXiv:1704.02463, Shanxin Yuan, Qi Ye, Guillermo Garcia-Hernando, Tae-Kyun Kim

Other Related Papers

[Code]

Edoardo Remelli*, Anastasia Tkach*, Andrea Tagliasacchi, Mark Pauly

[2017 Neurocomputing] Multi-task, Multi-domain Learning: application to semantic segmentation and pose regression.

Fourure, Damien, et al.

[PDF]

Guillermo Garcia-Hernando, Shanxin Yuan, Seungryul Baek, Tae-Kyun Kim

[PDF]

Ayan Sinha, Asim Unmesh, Qixing Huang, Karthik Ramani

[Code-Tensorflow-NYU-Hand]

Ashish Shrivastava, Tomas Pfister, Oncel Tuzel, Josh Susskind, Wenda Wang, Russ Webb

[Project Page]

Julien Valentin, Angela Dai, Matthias Niessner, Pushmeet Kohli, Philip H.S. Torr, Shahram Izadi

[Code]

Diane Bouchacourt, M. Pawan Kumar, Sebastian Nowozin

[Project Page]

Dimitrios Tzionas and Juergen Gall

all * .files come from : https://github.com/xinghaochen/awesome-hand-pose-estimation#2017-iccv