Research paper & summaries
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Expressive Body Capture: 3D Hands, Face, and Body from a Single Image PDF
- Georgios Pavlakos et al CVPR 2019
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Monocular Total Capture: Posing Face, Body, and Hands in the Wild PDF
- Yaser Sheikh et al CVPR 2019
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Learning 3D Human Dynamics from Video PDF
- Angjoo Kanazawa et al CVPR 2019
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Photo Wake-Up: 3D Character Animation from a Single Photo PDF
- Chung-Yi Weng et al - University of Washington & Facebook Inc CVPR 2019
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Panoptic Feature Pyramid Networks PDF
- FAIR CVPR 2019
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End-to-end Recovery of Human Shape and Pose PDF Summary
- Angjoo Kanazawa et al CVPR 2018
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DensePose: Dense Human Pose Estimation In The Wild PDF
- FAIR & INRIA CVPR 2018
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High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs PDF
- Ting-Chun Wang et al - NVIDIA & UC Berkeley CVPR 2018
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Learning to Estimate 3D Human Pose and Shape from a Single Color Image PDF
- Georgios Pavlakos et al CVPR 2018
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Video-to-Video Synthesis PDF
- Ting-Chun Wang et al - NVIDIA & MIT CSAIL NIPS 2018
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BodyNet: Volumetric Inference of 3D Human Body Shapes PDF
- Gül Varol et al - INRIA & Adobe Research ECCV 2018
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Neural Body Fitting: Unifying Deep Learning and Model-Based Human Pose and Shape Estimation PDF
- Christoph Lassner et al IC 3DV 2018
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Unite the People – Closing the Loop Between 3D and 2D Human Representations PDF
- Christoph Lassner et al CVPR 2017
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Recurrent 3D Pose Sequence Machines PDF
- Mude Lin et al CVPR 2017
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Keep it SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image PDF
- Bogo et al ECCV 2016
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DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation PDF
- Leonid Pishchulin et al CVPR 2016
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Efficient Object Localization Using Convolutional Networks PDF
- Yann LeCun et al CVPR 2015
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SMPL: A Skinned Multi-Person Linear Model PDF
- Matthew Loper et al ACM Transactions on Graphics 2015
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DeepPose: Human Pose Estimation via Deep Neural Networks PDF
- Google AI CVPR 2014
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3D Scene Reconstruction with Multi-layer Depth and Epipolar Transformers PDF
- UC Irvine, Georgia Tech ICCV 2019
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Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop PDF
- Michael Black et al, ICCV 2019
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What Do Single-view 3D Reconstruction Networks Learn? PDF
- University of Freiburg & Intel Labs, CVPR 2019
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Exploiting temporal context for 3D human pose estimation in the wild PDF
- Zisserman et al, CVPR 2019
- What’s Hidden in a Randomly Weighted Neural Network? PDF