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Occlusion is commonplace in realistic human-robot shared environments, yet its effects are not considered in standard 3D human pose estimation benchmarks.
Estimating human pose from occluded images
J.-B. Huang and M.-H. Yang · 2009
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Latent structured models for human pose estimation
C. S. Catalin Ionescu, Fuxin Li · 2011
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The pascal visual object classes challenge 2012 (voc2012) development kit
M. Everingham and J. Winn · 2011
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Robust face landmark estimation under occlusion
X. P. Burgos-Artizzu, P. Perona, and P. Dollár · 2013
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Occlusion coherence: Localizing occluded faces with a hierarchical deformable part model
G. Ghiasi and C. C. Fowlkes · 2014
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Human3.6m: Large scale datasets and predictive methods for 3d human sensing in natural environments
C. Ionescu, D. Papava, V. Olaru, and C. Sminchisescu · 2014
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A semantic occlusion model for human pose estimation from a single depth image
U. Rafi, J. Gall, and B. Leibe · 2015
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Deep residual learning for image recognition
K. He, X. Zhang, S. Ren, and J. Sun · 2016
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End-to-end training of deep visuomotor policies
S. Levine, C. Finn, T. Darrell, and P. Abbeel · 2016
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Stacked hourglass networks for human pose estimation
A. Newell, K. Yang, and J. Deng · 2016
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3d human pose estimation: A review of the literature and analysis of covariates
N. Sarafianos, B. Boteanu, B. Ionescu, and I. A. Kakadiaris · 2016
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Tensorflow-slim image classification model library
N. Silberman and S. Guadarrama · 2016
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Direct prediction of 3d body poses from motion compensated sequences
B. Tekin, A. Rozantsev, V. Lepetit, and P. Fua · 2016
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Deep kinematic pose regression
X. Zhou, X. Sun, W. Zhang, S. Liang, and Y. Wei · 2016
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Sparseness meets deepness: 3d human pose estimation from monocular video
X. Zhou, M. Zhu, S. Leonardos, K. G. Derpanis, and K. Daniilidis · 2016
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Improved regularization of convolutional neural networks with cutout
Coarse-to-fine volumetric prediction for single-image 3d human pose
G. Pavlakos, X. Zhou, K. G. Derpanis, and K. Daniilidis · 2017
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Compositional human pose regression
X. Sun, J. Shang, S. Liang, and Y. Wei · 2017
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Integral human pose regression
X. Sun, B. Xiao, S. Liang, and Y. Wei · 2017
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An occluded stacked hourglass approach to facial landmark localization and occlusion estimation
K. Yuen and M. M. Trivedi · 2017
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Random erasing data augmentation
Z. Zhong, L. Zheng, G. Kang, S. Li, and Y. Yang · 2017
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