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Hand pose estimation has matured rapidly in recent years.
Computational Modeling for the Computer Animation of Legged Figures
M. Girard and A. A. Maciejewski · 1985
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Fast Algorithms and Efficient Statistics: N-point Correlation Functions
A. Moore, A. Connolly, C. Genovese, A. Gray, L. Grone, N. Kanidoris II, R. Nichol, J. Schneider, A. Szalay, I. Szapudi, and L. Wasserman · 2000
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3D Articulated Models and Multiview Tracking with Physical Forces
Q. Delamarre and O. Faugeras · 2001
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A Taxonomy and Evaluation of Dense Two-Frame Stereo
D. Scharstein · 2002
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Fast pose estimation with parameter-sensitive hashing
G. Shakhnarovich, P. Viola, and T. Darrell · 2003
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A survey on pixel-based skin color detection techniques
V. Vezhnevets, V. Sazonov, and A. Andreeva · 2003
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3D hand tracking by rapid stochastic gradient descent using a skinning model
M. Bray, E. Koller-Meier, P. Müller, L. Van Gool, and N. N. Schraudolph · 2004
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Learning to detect natural image boundaries using local brightness, color, and texture cues
D. R. Martin, C. C. Fowlkes, and J. Malik · 2004
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Sign language structure: An outline of the visual communication systems of the american deaf
W. C. Stokoe · 2005
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Model-based hand tracking using a hierarchical Bayesian filter
B. Stenger, A. Thayananthan, P. H. S. Torr, and R. Cipolla · 2006
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Vision-based hand pose estimation: A review
A. Erol, G. Bebis, M. Nicolescu, R. D. Boyle, and X. Twombly · 2007
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Learning generative visual models from few training examples: An incremental Bayesian approach tested on 101 object categories
L. Fei-Fei, R. Fergus, and P. Perona · 2007
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Imagenet: A large-scale hierarchical image database
J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, and L. Fei-Fei · 2009
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Monocular Real-Time 3D Articulated Hand Pose Estimation
J. Romero, H. Kjellstr, and D. Kragic · 2009
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The PASCAL visual object classes (VOC) challenge
M. Everingham, L. Van Gool, C. K. Williams, J. Winn, and A. Zisserman · 2010
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Object detection with discriminatively trained part-based models
P. F. Felzenszwalb, R. B. Girshick, D. McAllester, and D. Ramanan · 2010
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Human computer interaction using hand gestures
P. Premaratne, Q. Nguyen, and M. Premaratne · 2010
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Using object affordances to improve object recognition
C. Castellini, T. Tommasi, N. Noceti, F. Odone, and B. Caputo · 2011
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Efficient model-based 3D tracking of hand articulations using kinect
I. Oikonomidis, N. Kyriazis, and A. Argyros · 2011
Cited alongside, same era.
Robust hand gesture recognition based on finger-earth mover’s distance with a commodity depth camera
Z. Ren, J. Yuan, and Z. Zhang · 2011
Cited alongside, same era.
Unbiased look at dataset bias
A. Torralba and A. A. Efros · 2011
Cited alongside, same era.
Libhand: A library for hand articulation, 2011
M. Šarić · 2011
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Efficient spatio-temporal hole filling strategy for kinect depth maps
M. Camplani and L. Salgado · 2012
Cited alongside, same era.
Sign Language Recognition using Sub-Units
H. Cooper · 2012
Cited alongside, same era.
Nite2 middleware, 2013
PrimeSense · 2013
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Detecting avocados to zucchinis: what have we done, and where are we going?
O. Russakovsky, J. Deng, Z. Huang, A. C. Berg, and L. Fei-Fei · 2013
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Real-time human pose recognition in parts from single depth images
J. Shotton, T. Sharp, A. Kipman, A. Fitzgibbon, M. Finocchio, A. Blake, M. Cook, and R. Moore · 2013
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Interactive Markerless Articulated Hand Motion Tracking Using RGB and Depth Data
S. Sridhar, A. Oulasvirta, and C. Theobalt · 2013
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Efficient Hand Pose Estimation from a Single Depth Image
C. Xu and L. Cheng · 2013
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Articulated pose estimation with flexible mixtures-of-parts
Y. Yang and D. Ramanan · 2013
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Pedestrian detection: An evaluation of the state of the art
P. Dollar, C. Wojek, B. Schiele, and P. Perona · 2012
Cited alongside, same era.
Hand pose estimation and hand shape classification using multi-layered randomized decision forests
C. Keskin, F. Kıraç, Y. E. Kara, and L. Akarun · 2012
Cited alongside, same era.
Do we need more training data or better models for object detection?
X. Zhu, C. Vondrick, D. Ramanan, and C. Fowlkes · 2012
Cited alongside, same era.
Grasp Frequency and Usage in Daily Household and Machine Shop Tasks
I. M. Bullock, S. Member, J. Z. Zheng, S. D. L. Rosa, C. Guertler, and A. M. Dollar · 2013
Cited alongside, same era.
Real-time articulated hand pose estimation using semi-supervised transductive regression forests
T. Y. D. Tang and T.-K. Kim · 2013
Cited alongside, same era.
Learning hierarchical features for scene labeling
C. Farabet, C. Couprie, L. Najman, and Y. LeCun · 2013
Cited alongside, same era.
Learning rich features from rgb-d images for object detection and segmentation
S. Gupta, R. Girshick, P. Arbeláez, and J. Malik · 2014
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Scalable Nearest Neighbor Algorithms for High Dimensional Data
M. Muja and D. G. Lowe · 2014
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Hand Gesture Recognition in Real Time for Automotive Interfaces: A Multimodal Vision-Based Approach and Evaluations
E. Ohn-Bar and M. M. Trivedi · 2014
Later among the works it cites.
Audio-visual classification and detection of human manipulation actions
A. Pieropan, G. Salvi, K. Pauwels, and H. Kjellstrom · 2014
Later among the works it cites.
Realtime and robust hand tracking from depth
C. Qian, X. Sun, Y. Wei, X. Tang, and J. Sun · 2014
Later among the works it cites.
3D hand pose detection in egocentric rgb-d images
G. Rogez, M. Khademi, J. S. S. III, J. M. M. Montiel, and D. Ramanan · 2014
Later among the works it cites.
Sliding Shapes for 3D Object Detection in Depth Images
S. Song and J. Xiao · 2014
Later among the works it cites.
Latent regression forest: Structured estimation of 3D articulated hand posture
D. Tang, H. J. Chang, A. Tejani, and T.-K. Kim · 2014
Later among the works it cites.
User-specific hand modeling from monocular depth sequences
J. Taylor, R. Stebbing, V. Ramakrishna, C. Keskin, J. Shotton, S. Izadi, A. Hertzmann, and A. Fitzgibbon · 2014
Later among the works it cites.
Real-time continuous pose recovery of human hands using convolutional networks
J. Tompson, M. Stein, Y. Lecun, and K. Perlin · 2014
Later among the works it cites.
Hands Deep in Deep Learning for Hand Pose Estimation
M. Oberweger, P. Wohlhart, and V. Lepetit · 2015
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