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We present an approach that uses a multi-camera system to train fine-grained detectors for keypoints that are prone to occlusion, such as the joints of a hand.
Random sample consensus
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Efficient hand pose estimation from a single depth image
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2D human pose estimation: New benchmark and state of the art analysis
M. Andriluka, L. Pishchulin, P. Gehler, and B. Schiele · 2014
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Latent regression forest: Structured estimation of 3D articulated hand posture
D. Tang, H. Jin Chang, A. Tejani, and T.-K. Kim · 2014
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Real-time continuous pose recovery of human hands using convolutional networks
J. Tompson, M. Stein, Y. Lecun, and K. Perlin · 2014
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Panoptic studio: A massively multiview system for social motion capture
H. Joo, H. Liu, L. Tan, L. Gui, B. Nabbe, I. Matthews, T. Kanade, S. Nobuhara, and Y. Sheikh · 2015
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Training a Feedback Loop for Hand Pose Estimation
M. Oberweger, P. Wohlhart, and V. Lepetit · 2015
Cascaded hand pose regression
X. Sun, Y. Wei, S. Liang, X. Tang, and J. Sun · 2015
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Depth-based hand pose estimation: data, methods, and challenges
J. S. Supancic, G. Rogez, Y. Yang, J. Shotton, and D. Ramanan · 2015
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Efficiently Creating 3D Training Data for Fine Hand Pose Estimation
M. Oberweger, G. Riegler, P. Wohlhart, and V. Lepetit · 2016
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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
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Capturing hands in action using discriminative salient points and physics simulation
D. Tzionas, L. Ballan, A. Srikantha, P. Aponte, M. Pollefeys, and J. Gall · 2016
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Hand pose estimation from local surface normals
C. Wan, A. Yao, and L. Van Gool · 2016
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Accurate, robust, and flexible real-time hand tracking
T. Sharp et al · 2015
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Very deep convolutional networks for large-scale image recognition
K. Simonyan and A. Zisserman · 2015
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Fast and robust hand tracking using detection-guided optimization
S. Sridhar, F. Mueller, A. Oulasvirta, and C. Theobalt · 2015
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Ceres solver
S. Agarwal et al
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NZ sign language exercises
R. McKee, D. McKee, D. Alexander, and E. Paillat
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Real-time hand-tracking with a color glove
R. Y. Wang and J. Popović
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Convolutional pose machines
S.-E. Wei, V. Ramakrishna, T. Kanade, and Y. Sheikh · 2016
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Spatial attention deep net with partial pso for hierarchical hybrid hand pose estimation
Q. Ye, S. Yuan, and T.-K. Kim · 2016
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Realtime multi-person 2d pose estimation using part affinity fields
Z. Cao, T. Simon, S.-E. Wei, and Y. Sheikh · 2017
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