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We present Ego3DPose, a highly accurate binocular egocentric 3D pose reconstruction system.
Imagenet: A large-scale hierarchical image database. In 2009 IEEE conference on computer vision and pattern recognition . Ieee, 248–255
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Matthew D. Zeiler, Dilip Krishnan, Graham W. Taylor, and Rob Fergus. 2010 · 2010
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Learning Human Pose Estimation Features with Convolutional Networks
Arjun Jain, Jonathan Tompson, Mykhaylo Andriluka, Graham W. Taylor, and Christoph Bregler. 2013 · 2013
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3D Human Pose Estimation from Monocular Images with Deep Convolutional Neural Network. In Asian Conference on Computer Vision
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Adam: A Method for Stochastic Optimization. In International Conference on Learning Representations (ICLR) . San Diega, CA, USA
Diederik Kingma and Jimmy Ba. 2015 · 2015
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Maximum-Margin Structured Learning with Deep Networks for 3D Human Pose Estimation. In 2015 IEEE International Conference on Computer Vision (ICCV) . IEEE Computer Society, Los Alamitos, CA, USA, 2848–2856
S. Li, W. Zhang, and A. B. Chan. 2015 · 2015
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U-Net: Convolutional Networks for Biomedical Image Segmentation
Olaf Ronneberger, Philipp Fischer, and Thomas Brox. 2015 · 2015
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Efficient object localization using Convolutional Networks.. In CVPR . IEEE Computer Society, 648–656
Jonathan Tompson, Ross Goroshin, Arjun Jain, Yann LeCun, and Christoph Bregler. 2015 · 2015
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Human Pose Estimation via Convolutional Part Heatmap Regression. In Computer Vision – ECCV 2016 , Bastian Leibe, Jiri Matas, Nicu Sebe, and Max Welling (Eds.). Springer International Publishing, Cham, 717–732
Adrian Bulat and Georgios Tzimiropoulos. 2016 · 2016
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Deep Residual Learning for Image Recognition. In Proceedings of 2016 IEEE Conference on Computer Vision and Pattern Recognition (Las Vegas, NV, USA) (CVPR ’16) . IEEE, 770–778
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun. 2016 · 2016
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3D Human Pose Estimation from a Single Image via Distance Matrix Regression
Francesc Moreno-Noguer. 2016 · 2016
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EgoCap: Egocentric Marker-Less Motion Capture with Two Fisheye Cameras
Helge Rhodin, Christian Richardt, Dan Casas, Eldar Insafutdinov, Mohammad Shafiei, Hans-Peter Seidel, Bernt Schiele, and Christian Theobalt. 2016 · 2016
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Learning to Fuse 2D and 3D Image Cues for Monocular Body Pose Estimation
Bugra Tekin, Pablo Márquez-Neila, Mathieu Salzmann, and P. Fua. 2016b · 2016
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3D Human Pose Estimation = 2D Pose Estimation + Matching. In 2017 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017, Honolulu, HI, USA, July 21-26, 2017 . IEEE Computer Society, 5759–5767
Ching-Hang Chen and Deva Ramanan. 2017a · 2017
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3D Human Pose Estimation = 2D Pose Estimation + Matching. In 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) . IEEE Computer Society, Los Alamitos, CA, USA, 5759–5767
C. Chen and D. Ramanan. 2017b · 2017
Cited alongside, same era.
Athlete Pose Estimation by a Global-Local Network. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops
Jihye Hwang, Sungheon Park, and Nojun Kwak. 2017 · 2017
Cited alongside, same era.
Generating Multiple Diverse Hypotheses for Human 3D Pose Consistent with 2D Joint Detections. In 2017 IEEE International Conference on Computer Vision Workshops (ICCVW) . 805–814
Ehsan Jahangiri and Alan L. Yuille. 2017 · 2017
Cited alongside, same era.
3D Human Pose Estimation from a Single Image via Distance Matrix Regression. In 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) . IEEE Computer Society, Los Alamitos, CA, USA, 1561–1570
F. Moreno-Noguer. 2017 · 2017
Cited alongside, same era.
xR-EgoPose: Egocentric 3D Human Pose from an HMD Camera. In Proceedings of the IEEE International Conference on Computer Vision . 7728–7738
Denis Tome, Patrick Peluse, Lourdes Agapito, and Hernan Badino. 2019 · 2019
Later among the works it cites.
SelfPose: 3D Egocentric Pose Estimation from a Headset Mounted Camera
D. Tome, T. Alldieck, P. Peluse, G. Pons-Moll, L. Agapito, H. Badino, and F. De la Torre. 2020 · 2020
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AdaFuse: Adaptive Multiview Fusion for Accurate Human Pose Estimation in the Wild
Zhe Zhang, Chunyu Wang, Weichao Qiu, Wenhu Qin, and Wenjun Zeng. 2020 · 2020
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Egocentric Vision-based Action Recognition: A survey
Adrián Núñez-Marcos, Gorka Azkune, and Ignacio Arganda-Carreras. 2022 · 2021
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Estimating Egocentric 3D Human Pose in Global Space
Jian Wang, Lingjie Liu, Weipeng Xu, Kripasindhu Sarkar, and Christian Theobalt. 2021 · 2021
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Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose. In Computer Vision and Pattern Recognition (CVPR)
Georgios Pavlakos, Xiaowei Zhou, Konstantinos G Derpanis, and Kostas Daniilidis. 2017 · 2017
Cited alongside, same era.
Compositional Human Pose Regression
Xiao Sun, Jiaxiang Shang, Shuang Liang, and Yichen Wei. 2017 · 2017
Cited alongside, same era.
Multi-Person Pose Estimation with LIMB Detection Heatmaps. In 2018 25th IEEE International Conference on Image Processing (ICIP) . 4078–4082
Xiao Chen and Genke Yang. 2018 · 2018
Cited alongside, same era.
Learning to Estimate 3D Human Pose and Shape from a Single Color Image. In 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) . IEEE Computer Society, Los Alamitos, CA, USA, 459–468
G. Pavlakos, L. Zhu, X. Zhou, and K. Daniilidis. 2018 · 2018
Cited alongside, same era.
Kinematic Pose Rectification for Performance Analysis and Retrieval in Sports. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops
Dan Zecha, Moritz Einfalt, Christian Eggert, and Rainer Lienhart. 2018 · 2018
Cited alongside, same era.
MeCap: Whole-Body Digitization for Low-Cost VR/AR Headsets. In Proceedings of the 32nd Annual ACM Symposium on User Interface Software and Technology (New Orleans, LA, USA) (UIST ’19) . Association for Computing Machinery, New York, NY, USA, 453–462
Karan Ahuja, Chris Harrison, Mayank Goel, and Robert Xiao. 2019 · 2019
Cited alongside, same era.
Learnable Triangulation of Human Pose. In International Conference on Computer Vision (ICCV)
Karim Iskakov, Egor Burkov, Victor Lempitsky, and Yury Malkov. 2019 · 2019
Cited alongside, same era.
Generating multiple hypotheses for 3d human pose estimation with mixture density network. In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition . 9887–9895
Chen Li and Gim Hee Lee. 2019 · 2019
Cited alongside, same era.
Automatic Calibration of the Fisheye Camera for Egocentric 3D Human Pose Estimation from a Single Image. In 2021 IEEE Winter Conference on Applications of Computer Vision (WACV) . 1771–1780
Yahui Zhang, Shaodi You, and Theo Gevers. 2021 · 2021
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EgoGlass: Egocentric-View Human Pose Estimation From an Eyeglass Frame. In 2021 International Conference on 3D Vision (3DV) . 32–41
Dongxu Zhao, Zhen Wei, Jisan Mahmud, and Jan-Michael Frahm. 2021 · 2021
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HEMlets PoSh: Learning Part-Centric Heatmap Triplets for 3D Human Pose and Shape Estimation
K. Zhou, X. Han, N. Jiang, K. Jia, and J. Lu. 2022 · 2021
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UnrealEgo: A New Dataset for Robust Egocentric 3D Human Motion Capture. In European Conference on Computer Vision (ECCV)
Hiroyasu Akada, Jian Wang, Soshi Shimada, Masaki Takahashi, Christian Theobalt, and Vladislav Golyanik. 2022 · 2022
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Generalizable Human Pose Triangulation. In Proceedings of IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR)
Kristijan Bartol, David Bojanić, Tomislav Petković, and Tomislav Pribanić. 2022 · 2022
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Simple yet Effective 3D Ego-Pose Lift-up Based on Vector and Distance for a Mounted Omnidirectional Camera
Teppei Miura and Shinji Sako. 2022 · 2022
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Learning-Rate-Free Learning by D-Adaptation
Aaron Defazio and Konstantin Mishchenko. 2023 · 2023
Closest in time.
EgoFish3D: Egocentric 3D Pose Estimation from a Fisheye Camera via Self-Supervised Learning
Yuxuan Liu, Jianxin Yang, Xiao Gu, Yijun Chen, Yao Guo, and Guang-Zhong Yang. 2023 · 2023
Closest in time.
Biomac3D: 2D-to-3D Human Pose Analysis Model for Tele-Rehabilitation Based on Pareto Optimized Deep-Learning Architecture
Rytis Maskeliūnas, Audrius Kulikajevas, Robertas Damaševičius, Julius Griškevičius, and Aušra Adomavičienė. 2023 · 2023
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