Fetching the paper…
Reading the bibliography…
In this survey, we present a systematic review of 3D hand pose estimation from the perspective of efficient annotation and learning.
Using multiple cues for hand tracking and model refinement
S. Lu, D. N. Metaxas, D. Samaras, and J. Oliensis · 2003
Earlier work this paper cites.
Modeling of human hand link structure from optical motion capture data
N. Miyata, M. Kouchi, T. Kurihara, and M. Mochimaru · 2004
Earlier work this paper cites.
Graspit!: A versatile simulator for robotic grasping
A. Miller and P. Allen · 2005
Earlier work this paper cites.
Vision-based hand pose estimation: A review
A. Erol, G. Bebis, M. Nicolescu, R. D. Boyle, and X. Twombly · 2007
Earlier work this paper cites.
Hand posture subspaces for dexterous robotic grasping
M. T. Ciocarlie and P. K. Allen · 2009
Earlier work this paper cites.
Real-time hand-tracking with a color glove
R. Y. Wang and J. Popovic · 2009
Earlier work this paper cites.
Hands in action: real-time 3d reconstruction of hands in interaction with objects
J. Romero, H. Kjellström, and D. Kragic · 2010
Earlier work this paper cites.
Efficient model-based 3d tracking of hand articulations using kinect
I. Oikonomidis, N. Kyriazis, and A. A. Argyros · 2011
Earlier work this paper cites.
Libhand: A library for hand articulation, 2011
Marin Šarić · 2011
Earlier work this paper cites.
Motion capture of hands in action using discriminative salient points
L. Ballan, A. Taneja, J. Gall, L. V. Gool, and M. Pollefeys · 2012
Earlier work this paper cites.
Tracking the articulated motion of two strongly interacting hands
I. Oikonomidis, N. Kyriazis, and A. A. Argyros · 2012
Earlier work this paper cites.
Synergy-based hand pose sensing: Optimal glove design
M. Bianchi, P. Salaris, and A. Bicchi · 2013
Earlier work this paper cites.
Dynamics based 3d skeletal hand tracking
S. Melax, L. Keselman, and S. Orsten · 2013
Earlier work this paper cites.
Interactive markerless articulated hand motion tracking using RGB and depth data
S. Sridhar, A. Oulasvirta, and C. Theobalt · 2013
Earlier work this paper cites.
Real-time articulated hand pose estimation using semi-supervised transductive regression forests
D. Tang, T.-H. Yu, and T.-K. Kim · 2013
Earlier work this paper cites.
Efficient hand pose estimation from a single depth image
C. Xu and L. Cheng · 2013
Earlier work this paper cites.
Realtime and robust hand tracking from depth
C. Qian, X. Sun, Y. Wei, X. Tang, and J. Sun · 2014
Earlier work this paper cites.
3d hand pose detection in egocentric RGB-D images
G. Rogez, M. Khademi, J. S. Supancic III, J. M. M. Montiel, and D. Ramanan · 2014
Earlier work this paper cites.
Latent regression forest: Structured estimation of 3d articulated hand posture
D. Tang, H. J. Chang, A. Tejani, and T.-K. Kim · 2014
Earlier work this paper cites.
Real-time continuous pose recovery of human hands using convolutional networks
J. Tompson, M. Stein, Y. LeCun, and K. Perlin · 2014
Earlier work this paper cites.
Benchmarking in manipulation research: Using the yale-cmu-berkeley object and model set
B. Çalli, A. Walsman, A. Singh, S. S. Srinivasa, P. Abbeel, and A. M. Dollar · 2015
Earlier work this paper cites.
Shapenet: An information-rich 3d model repository
A. X. Chang, T. A. Funkhouser, L. J. Guibas, P. Hanrahan, Q.-X. Huang, Z. Li, S. Savarese, M. Savva, S. Song, H. Su, J. Xiao, L. Yi, and F. Yu · 2015
Earlier work this paper cites.
Unsupervised domain adaptation by backpropagation
Y. Ganin and V. Lempitsky · 2015
Earlier work this paper cites.
AR in hand: Egocentric palm pose tracking and gesture recognition for augmented reality applications
H. Liang, J.G. Yuan, D. Thalmann, and N. Magnenat-Thalmann · 2015
Earlier work this paper cites.
SMPL: a skinned multi-person linear model
M. Loper, N. Mahmood, J. Romero, G. Pons-Moll, and M. J. Black · 2015
Earlier work this paper cites.
Training a feedback loop for hand pose estimation
M. Oberweger, P. Wohlhart, and V. Lepetit · 2015
Earlier work this paper cites.
First-person pose recognition using egocentric workspaces
G. Rogez, J. S. Supancic III, and D. Ramanan · 2015
Earlier work this paper cites.
Understanding everyday hands in action from RGB-D images
G. Rogez, J. S. Supancic III, and D. Ramanan · 2015
Earlier work this paper cites.
Reduced marker layouts for optical motion capture of hands
M. Schröder, J. Maycock, and M. Botsch · 2015
Earlier work this paper cites.
Accurate, robust, and flexible real-time hand tracking
T. Sharp, C. Keskin, D. P. Robertson, J. Taylor, J. Shotton, D. Kim, C. Rhemann, I. Leichter, A. Vinnikov, Y. Wei, D. Freedman, P. Kohli, E. Krupka, A. W. Fitzgibbon, and S. Izadi · 2015
Earlier work this paper cites.
Rule of thumb: Deep derotation for improved fingertip detection
A. Wetzler, R. Slossberg, and R. Kimmel · 2015
Earlier work this paper cites.
Deep residual learning for image recognition
K. He, X. Zhang, S. Ren, and J. Sun · 2016
Earlier work this paper cites.
Efficiently creating 3d training data for fine hand pose estimation
M. Oberweger, G. Riegler, P. Wohlhart, and V. Lepetit · 2016
Earlier work this paper cites.
Real-time joint tracking of a hand manipulating an object from RGB-D input
S. Sridhar, F. Mueller, M. Zollhoefer, D. Casas, A. Oulasvirta, and C. Theobalt · 2016
Earlier work this paper cites.
Model-based deep hand pose estimation
X. Zhou, Q. Wan, W. Zhang, X. Xue, and Y. Wei · 2016
Earlier work this paper cites.
Pose for action - action for pose
U. Iqbal, M. Garbade, and J. Gall · 2017
Earlier work this paper cites.
Real-time hand tracking under occlusion from an egocentric RGB-D sensor
F. Mueller, D. Mehta, O. Sotnychenko, S. Sridhar, D. Casas, and C. Theobalt · 2017
Cited alongside, same era.
Embodied hands: Modeling and capturing hands and bodies together
J. Romero, D. Tzionas, and M. J. Black · 2017
Cited alongside, same era.
Hand keypoint detection in single images using multiview bootstrapping
T. Simon, H. Joo, I. Matthews, and Y. Sheikh · 2017
Cited alongside, same era.
Adversarial discriminative domain adaptation
E. Tzeng, J. Hoffman, K. Saenko, and T. Darrell · 2017
Cited alongside, same era.
BigHand2.2M benchmark: Hand pose dataset and state of the art analysis
S. Yuan, Q. Ye, B. Stenger, S. Jain, and T.-K. Kim · 2017
Cited alongside, same era.
Learning to estimate 3D hand pose from single RGB images
C. Zimmermann and T. Brox · 2017
AWR: Adaptive weighting regression for 3D hand pose estimation
W. Huang, P. Ren, J. Wang, Q. Qi, and H. Sun · 2020
Later among the works it cites.
Weakly-supervised mesh-convolutional hand reconstruction in the wild
D. Kulon, R. A. Güler, I. Kokkinos, M. M. Bronstein, and S. Zafeiriou · 2020
Later among the works it cites.
A survey on 3d hand skeleton and pose estimation by convolutional neural network
V.-H. Le and H.-C. Nguyen · 2020
Later among the works it cites.
Recent advances in 3d object and hand pose estimation
V. Lepetit · 2020
Later among the works it cites.
InterHand2.6M: A dataset and baseline for 3D interacting hand pose estimation from a single RGB image
G. Moon, S.-I. Yu, H. Wen, T. Shiratori, and K. M. Lee · 2020
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Weakly-supervised 3D hand pose estimation from monocular RGB images
Y. Cai, L. Ge, J. Cai, and J. Yuan · 2018
Cited alongside, same era.
First-person hand action benchmark with RGB-D videos and 3D hand pose annotations
G. Garcia-Hernando, S. Yuan, S. Baek, and T.-K. Kim · 2018
Cited alongside, same era.
Depth-based hand pose estimation: Methods, data, and challenges
J. S. Supancic III, G. Rogez, Y. Yang, J. Shotton, and D. Ramanan · 2018
Cited alongside, same era.
Hand pose estimation via latent 2.5D heatmap regression
U. Iqbal, P. Molchanov, T. M. Breuel, J. Gall, and J. Kautz · 2018
Cited alongside, same era.
GANerated Hands for real-time 3D hand tracking from monocular RGB
F. Mueller, F. Bernard, O. Sotnychenko, D. Mehta, S. Sridhar, D. Casas, and C. Theobalt · 2018
Cited alongside, same era.
Domain transfer for 3d pose estimation from color images without manual annotations
M. Rad, M. Oberweger, and V. Lepetit · 2018
Cited alongside, same era.
G. Park, T.-K. Kim, and W. Woo · 2020
Later among the works it cites.
M. Qi, E. Remelli, M. Salzmann, and P. Fua · 2020
Later among the works it cites.
Weakly supervised 3D hand pose estimation via biomechanical constraints
A. Spurr, U. Iqbal, P. Molchanov, O. Hilliges, and J. Kautz · 2020
Later among the works it cites.
GRAB: A dataset of whole-body human grasping of objects
O. Taheri, N. Ghorbani, M. J. Black, and D. Tzionas · 2020
Later among the works it cites.
Hand pose estimation in object-interaction based on deep learning for virtual reality applications
M.-Y. Wu, P.-W. Ting, Y.-H. Tang, E. T. Chou, and L.-C. Fu · 2020
Later among the works it cites.
Adaptive wasserstein hourglass for weakly supervised RGB 3d hand pose estimation
Y. Zhang, L. Chen, Y. Liu, W. Zheng, and J. Yong · 2020
Later among the works it cites.
DexYCB: A benchmark for capturing hand grasping of objects
Y.-W. Chao, W. Yang, Y. Xiang, P. Molchanov, A. Handa, J. Tremblay, Y. S. Narang, K. Van Wyk, U. Iqbal, S. Birchfield, J. Kautz, and D. Fox · 2021
Later among the works it cites.
MVHM: A large-scale multi-view hand mesh benchmark for accurate 3d hand pose estimation
L. Chen, S.-Y. Lin, Y. Xie, Y.-Y. Lin, and X. Xie · 2021
Later among the works it cites.
Model-based 3d hand reconstruction via self-supervised learning
Y. Chen, Z. Tu, D. Kang, L. Bao, Y. Zhang, X. Zhe, R. Chen, and J. Yuan · 2021
Later among the works it cites.
Rescaling egocentric vision
D. Damen, H. Doughty, G. M. Farinella, A. Furnari, J. Ma, E. Kazakos, D. Moltisanti, J. Munro, T. Perrett, W. Price, and M. Wray · 2021
Later among the works it cites.
Active learning with pseudo-labels for multi-view 3d pose estimation
Q. Feng, K. He, H. Wen, C. Keskin, and Y. Ye · 2021
Later among the works it cites.
Visual affordance and function understanding: A survey
M. Hassanin, S. Khan, and M. Tahtali · 2021
Later among the works it cites.
Regressive domain adaptation for unsupervised keypoint detection
J. Jiang, Y. Ji, X. Wang, Y. Liu, J. Wang, and M. Long · 2021
Later among the works it cites.
H2O: two hands manipulating objects for first person interaction recognition
T. Kwon, B. Tekin, J. Stühmer, F. Bogo, and M. Pollefeys · 2021
Later among the works it cites.
Semi-supervised 3D hand-object poses estimation with interactions in time
S. Liu, H. Jiang, J. Xu, S. Liu, and X. Wang · 2021
Later among the works it cites.
Hand pose estimation from rgb images based on deep learning: A survey
Y. Liu, J. Jiang, and J. Sun · 2021
Later among the works it cites.
DexVIP: Learning dexterous grasping with human hand pose priors from video
P. Mandikal and K. Grauman · 2021
Later among the works it cites.
Foreground-aware stylization and consensus pseudo-labeling for domain adaptation of first-person hand segmentation
T. Ohkawa, T. Yagi, A. Hashimoto, Y. Ushiku, and Y. Sato · 2021
Later among the works it cites.
Attention! A lightweight 2d hand pose estimation approach
N. Santavas, I. Kansizoglou, L. Bampis, E. G. Karakasis, and A. Gasteratos · 2021
Later among the works it cites.
Self-supervised 3d hand pose estimation from monocular RGB via contrastive learning
A. Spurr, A. Dahiya, X. Wang, X. Zhang, and O. Hilliges · 2021
Later among the works it cites.
Adversarial motion modelling helps semi-supervised hand pose estimation
A. Spurr, P. Molchanov, U. Iqbal, J. Kautz, and O. Hilliges · 2021
Later among the works it cites.
Semihand: Semi-supervised hand pose estimation with consistency
L. Yang, S. Chen, and A. Yao · 2021
Later among the works it cites.
Contrastive representation learning for hand shape estimation
C. Zimmermann, M. Argus, and T. Brox · 2021
Later among the works it cites.
Generalizable human pose triangulation
K. Bartol, D. Bojanić, T. Petković, and T. Pribanić · 2022
Closest in time.
Keypoint transformer: Solving joint identification in challenging hands and object interactions for accurate 3d pose estimation
S. Hampali, S. D. Sarkar, M. Rad, and V. Lepetit · 2022
Closest in time.
UmeTrack: Unified multi-view end-to-end hand tracking for VR
S. Han, P.-C. Wu, Y. Zhang, B. Liu, L. Zhang, Z. Wang, W. Si, P. Zhang, Y. Cai, T. Hodan, R. Cabezas, L. Tran, M. Akbay, T.-H. Yu, C. Keskin, and R. Wang · 2022
Closest in time.
Domain adaptive hand keypoint and pixel localization in the wild
T. Ohkawa, Y.-J. Li, Q. Fu, R. Furuta, K. M. Kitani, and Y. Sato · 2022
Closest in time.
DexMV: Imitation learning for dexterous manipulation from human videos
Y. Qin, Y.-H. Wu, S. Liu, H. Jiang, R. Yang, Y. Fu, and X. Wang · 2022
Closest in time.
Assembly101: A large-scale multi-view video dataset for understanding procedural activities
F. Sener, D. Chatterjee, D. Shelepov, K. He, D. Singhania, R. Wang, and A. Yao · 2022
Closest in time.
Multiface: A dataset for neural face rendering
C. Wuu, N. Zheng, S. Ardisson, R. Bali, D. Belko, E. Brockmeyer, L. Evans, T. Godisart, H. Ha, A. Hypes, T. Koska, S. Krenn, S. Lombardi, X. Luo, K. McPhail, L. Millerschoen, M. Perdoch, M. Pitts, A. Richard, J. M. Saragih, J. Saragih, T. Shiratori, T. Simon, M. Stewart, A. Trimble, X. Weng, D. Whitewolf, C. Wu, S. Yu, and Y. Sheikh · 2022
Closest in time.
AssemblyHands: towards egocentric activity understanding via 3d hand pose estimation
T. Ohkawa, K. He, F. Sener, T. Hodan, L. Tran, and C. Keskin · 2023
Closest in time.