Fetching the paper…
Reading the bibliography…
The success of Deep Convolutional Neural Networks (CNNs) in recent years in almost all the Computer Vision tasks on one hand, and the popularity of low-cost consumer depth cameras on the other, has made Hand Pose Estimation a hot topic in computer vision field.
Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography
Martin A Fischler and Robert C Bolles · 1981
Earlier work this paper cites.
Implementing decision trees and forests on a gpu
Toby Sharp · 2008
Earlier work this paper cites.
Multithreaded hybrid feature tracking for markerless augmented reality
Taehee Lee and Tobias Hollerer · 2009
Earlier work this paper cites.
Real-time hand-tracking with a color glove
Robert Y Wang and Jovan Popović · 2009
Earlier work this paper cites.
Real-time human pose recognition in parts from single depth images
Jamie Shotton, Andrew Fitzgibbon, Mat Cook, Toby Sharp, Mark Finocchio, Richard Moore, Alex Kipman, and Andrew Blake · 2011
Earlier work this paper cites.
Hand pose estimation and hand shape classification using multi-layered randomized decision forests
Cem Keskin, Furkan Kıraç, Yunus Emre Kara, and Lale Akarun · 2012
Earlier work this paper cites.
A database for fine grained activity detection of cooking activities
Marcus Rohrbach, Sikandar Amin, Mykhaylo Andriluka, and Bernt Schiele · 2012
Earlier work this paper cites.
User-defined gestures for augmented reality
Thammathip Piumsomboon, Adrian Clark, Mark Billinghurst, and Andy Cockburn · 2013
Earlier work this paper cites.
Interactive markerless articulated hand motion tracking using rgb and depth data
Srinath Sridhar, Antti Oulasvirta, and Christian Theobalt · 2013
Earlier work this paper cites.
Real-time articulated hand pose estimation using semi-supervised transductive regression forests
Danhang Tang, Tsz-Ho Yu, and Tae-Kyun Kim · 2013
Earlier work this paper cites.
Efficient hand pose estimation from a single depth image
Chi Xu and Li Cheng · 2013
Earlier work this paper cites.
Generative adversarial nets
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio · 2014
Earlier work this paper cites.
Vulture: a mid-air word-gesture keyboard
Anders Markussen, Mikkel Rønne Jakobsen, and Kasper Hornbæk · 2014
Earlier work this paper cites.
Realtime and robust hand tracking from depth
Chen Qian, Xiao Sun, Yichen Wei, Xiaoou Tang, and Jian Sun · 2014
Earlier work this paper cites.
3d hand pose detection in egocentric rgb-d images
Grégory Rogez, Maryam Khademi, JS Supančič III, Jose Maria Martinez Montiel, and Deva Ramanan · 2014
Earlier work this paper cites.
Very deep convolutional networks for large-scale image recognition
Karen Simonyan and Andrew Zisserman · 2014
Earlier work this paper cites.
Latent regression forest: Structured estimation of 3d articulated hand posture
Danhang Tang, Hyung Jin Chang, Alykhan Tejani, and Tae-Kyun Kim · 2014
Earlier work this paper cites.
Real-time continuous pose recovery of human hands using convolutional networks
Jonathan Tompson, Murphy Stein, Yann Lecun, and Ken Perlin · 2014
Earlier work this paper cites.
Segnet: A deep convolutional encoder-decoder architecture for image segmentation
Vijay Badrinarayanan, Alex Kendall, and Roberto Cipolla · 2015
Earlier work this paper cites.
Lending a hand: Detecting hands and recognizing activities in complex egocentric interactions
Sven Bambach, Stefan Lee, David J. Crandall, and Chen Yu · 2015
Earlier work this paper cites.
3d finger cape: Clicking action and position estimation under self-occlusions in egocentric viewpoint
Youngkyoon Jang, Seung-Tak Noh, Hyung Jin Chang, Tae-Kyun Kim, and Woontack Woo · 2015
Cited alongside, same era.
Accurate, robust, and flexible real-time hand tracking
Toby Sharp, Cem Keskin, Duncan Robertson, Jonathan Taylor, Jamie Shotton, David Kim, Christoph Rhemann, Ido Leichter, Alon Vinnikov, Yichen Wei, et al · 2015
Cited alongside, same era.
Investigating the dexterity of multi-finger input for mid-air text entry
Srinath Sridhar, Anna Maria Feit, Christian Theobalt, and Antti Oulasvirta · 2015
Cited alongside, same era.
Cascaded hand pose regression
Xiao Sun, Yichen Wei, Shuang Liang, Xiaoou Tang, and Jian Sun · 2015
Cited alongside, same era.
Opening the black box: Hierarchical sampling optimization for estimating human hand pose
Danhang Tang, Jonathan Taylor, Pushmeet Kohli, Cem Keskin, Tae-Kyun Kim, and Jamie Shotton · 2015
Cited alongside, same era.
Pointnet++: Deep hierarchical feature learning on point sets in a metric space
Charles Ruizhongtai Qi, Li Yi, Hao Su, and Leonidas J Guibas · 2017
Later among the works it cites.
Hand keypoint detection in single images using multiview bootstrapping
Tomas Simon, Hanbyul Joo, Iain A Matthews, and Yaser Sheikh · 2017
Later among the works it cites.
2017 hand challenge fudan university team
Q. Wan · 2017
Later among the works it cites.
Bighand2.2m benchmark: Hand pose dataset and state of the art analysis
Shanxin Yuan, Qi Ye, Björn Stenger, Siddhant Jain, and Tae-Kyun Kim · 2017
Later among the works it cites.
A hand pose tracking benchmark from stereo matching
Jiawei Zhang, Jianbo Jiao, Mingliang Chen, Liangqiong Qu, Xiaobin Xu, and Qingxiong Yang · 2017
Later among the works it cites.
Unpaired image-to-image translation using cycle-consistent adversarial networks
J. Zhu, T. Park, P. Isola, and A. A. Efros · 2017
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Aaron Wetzler, Ron Slossberg, and Ron Kimmel · 2015
Cited alongside, same era.
Spatio-temporal hough forest for efficient detection–localisation–recognition of fingerwriting in egocentric camera
Hyung Jin Chang, Guillermo Garcia-Hernando, Danhang Tang, and Tae-Kyun Kim · 2016
Cited alongside, same era.
Robust 3d hand pose estimation in single depth images: from single-view cnn to multi-view cnns
Liuhao Ge, Hui Liang, Junsong Yuan, and Daniel Thalmann · 2016
Cited alongside, same era.
Towards viewpoint invariant 3d human pose estimation
Albert Haque, Boya Peng, Zelun Luo, Alexandre Alahi, Serena Yeung, and Li Fei-Fei · 2016
Cited alongside, same era.
Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
Cited alongside, same era.
Efficiently creating 3d training data for fine hand pose estimation
Markus Oberweger, Gernot Riegler, Paul Wohlhart, and Vincent Lepetit · 2016
Cited alongside, same era.
Context encoders: Feature learning by inpainting
Deepak Pathak, Philipp Krahenbuhl, Jeff Donahue, Trevor Darrell, and Alexei A Efros · 2016
Cited alongside, same era.
Later among the works it cites.
Learning to estimate 3d hand pose from single rgb images
Christian Zimmermann and Thomas Brox · 2017
Later among the works it cites.
Augmented skeleton space transfer for depth-based hand pose estimation
Seungryul Baek, Kwang In Kim, and Tae-Kyun Kim · 2018
Later among the works it cites.
Monocular rgb hand pose inference from unsupervised refinable nets
Endri Dibra, Silvan Melchior, Ali Balkis, Thomas Wolf, Cengiz Oztireli, and Markus Gross · 2018
Later among the works it cites.
First-person hand action benchmark with rgb-d videos and 3d hand pose annotations
Guillermo Garcia-Hernando, Shanxin Yuan, Seungryul Baek, and Tae-Kyun Kim · 2018
Later among the works it cites.
Hand pointnet: 3d hand pose estimation using point sets
Liuhao Ge, Yujun Cai, Junwu Weng, and Junsong Yuan · 2018
Later among the works it cites.
Point-to-point regression pointnet for 3d hand pose estimation
Liuhao Ge, Zhou Ren, and Junsong Yuan · 2018
Later among the works it cites.
Hand pose estimation with attention-and-sequence network
Tianping Hu, Wenhai Wang, and Tong Lu · 2018
Later among the works it cites.
On the fusion of rgb and depth information for hand pose estimation
Evangelos Kazakos, Christophoros Nikou, and Ioannis A Kakadiaris · 2018
Later among the works it cites.
V2v-posenet: Voxel-to-voxel prediction network for accurate 3d hand and human pose estimation from a single depth map
Gyeongsik Moon, Ju Yong Chang, and Kyoung Mu Lee · 2018
Later among the works it cites.
Ganerated hands for real-time 3d hand tracking from monocular rgb
Franziska Mueller, Florian Bernard, Oleksandr Sotnychenko, Dushyant Mehta, Srinath Sridhar, Dan Casas, and Christian Theobalt · 2018
Later among the works it cites.
Partially occluded hands
Battushig Myanganbayar, Cristina Mata, Gil Dekel, Boris Katz, Guy Ben-Yosef, and Andrei Barbu · 2018
Later among the works it cites.
Audio to body dynamics
Eli Shlizerman, Lucio Dery, Hayden Schoen, and Ira Kemelmacher-Shlizerman · 2018
Later among the works it cites.
Cross-modal deep variational hand pose estimation
Adrian Spurr, Jie Song, Seonwook Park, and Otmar Hilliges · 2018
Later among the works it cites.
Depth-based 3d hand pose estimation: From current achievements to future goals
Shanxin Yuan, Guillermo Garcia-Hernando, Björn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen, Guijin Wang, Fan Yang, Kai Akiyama, Yang Wu, Qingfu Wan, Meysam Madadi, Sergio Escalera, Shile Li, Dongheui Lee, Iason Oikonomidis, Antonis Argyros, and Tae-Kyun Kim · 2018
Later among the works it cites.