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Picture for Georgios Pavlakos

Probabilistic Modeling for Human Mesh Recovery


Aug 26, 2021
Nikos Kolotouros, Georgios Pavlakos, Dinesh Jayaraman, Kostas Daniilidis

* ICCV 2021. Project page: https://www.seas.upenn.edu/~nkolot/projects/prohmr 

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Human Mesh Recovery from Multiple Shots


Dec 17, 2020
Georgios Pavlakos, Jitendra Malik, Angjoo Kanazawa


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Independent Sign Language Recognition with 3D Body, Hands, and Face Reconstruction


Nov 24, 2020
Agelos Kratimenos, Georgios Pavlakos, Petros Maragos

* Submitted to ICASSP 2021 

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Monocular Expressive Body Regression through Body-Driven Attention


Aug 20, 2020
Vasileios Choutas, Georgios Pavlakos, Timo Bolkart, Dimitrios Tzionas, Michael J. Black

* Accepted in ECCV'20. Project page: http://expose.is.tue.mpg.de 

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Coherent Reconstruction of Multiple Humans from a Single Image


Jun 15, 2020
Wen Jiang, Nikos Kolotouros, Georgios Pavlakos, Xiaowei Zhou, Kostas Daniilidis

* CVPR 2020. Project Page: https://jiangwenpl.github.io/multiperson/ 

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Technical Report: Reactive Semantic Planning in Unexplored Semantic Environments Using Deep Perceptual Feedback


Feb 28, 2020
Vasileios Vasilopoulos, Georgios Pavlakos, Sean L. Bowman, J. Diego Caporale, Kostas Daniilidis, George J. Pappas, Daniel E. Koditschek

* Technical Report accompanying the paper "Reactive Semantic Planning in Unexplored Semantic Environments Using Deep Perceptual Feedback" (12 pages, 8 figures) - Using definitions and equations from arxiv:2002.08946 

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Reactive Navigation in Partially Familiar Planar Environments Using Semantic Perceptual Feedback


Feb 20, 2020
Vasileios Vasilopoulos, Georgios Pavlakos, Karl Schmeckpeper, Kostas Daniilidis, Daniel E. Koditschek

* Under review, 74 pages, 23 figures 

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TexturePose: Supervising Human Mesh Estimation with Texture Consistency


Oct 24, 2019
Georgios Pavlakos, Nikos Kolotouros, Kostas Daniilidis


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Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop


Sep 27, 2019
Nikos Kolotouros, Georgios Pavlakos, Michael J. Black, Kostas Daniilidis

* To appear at ICCV 2019. Project page: https://seas.upenn.edu/~nkolot/projects/spin 

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Convolutional Mesh Regression for Single-Image Human Shape Reconstruction


May 08, 2019
Nikos Kolotouros, Georgios Pavlakos, Kostas Daniilidis

* To appear at CVPR 2019 (Oral Presentation). Project page: https://www.seas.upenn.edu/~nkolot/projects/cmr/ 

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Expressive Body Capture: 3D Hands, Face, and Body from a Single Image


Apr 11, 2019
Georgios Pavlakos, Vasileios Choutas, Nima Ghorbani, Timo Bolkart, Ahmed A. A. Osman, Dimitrios Tzionas, Michael J. Black

* To appear in CVPR 2019 

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Ordinal Depth Supervision for 3D Human Pose Estimation


May 10, 2018
Georgios Pavlakos, Xiaowei Zhou, Kostas Daniilidis

* CVPR 2018 Camera Ready 

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Learning to Estimate 3D Human Pose and Shape from a Single Color Image


May 10, 2018
Georgios Pavlakos, Luyang Zhu, Xiaowei Zhou, Kostas Daniilidis

* CVPR 2018 Camera Ready 

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Human Motion Capture Using a Drone


Apr 17, 2018
Xiaowei Zhou, Sikang Liu, Georgios Pavlakos, Vijay Kumar, Kostas Daniilidis

* In International Conference on Robotics and Automation (ICRA) 2018 

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MonoCap: Monocular Human Motion Capture using a CNN Coupled with a Geometric Prior


Mar 09, 2018
Xiaowei Zhou, Menglong Zhu, Georgios Pavlakos, Spyridon Leonardos, Kostantinos G. Derpanis, Kostas Daniilidis

* Accepted by PAMI. Extended version of the following paper: Sparseness Meets Deepness: 3D Human Pose Estimation from Monocular Video. X Zhou, M Zhu, S Leonardos, K Derpanis, K Daniilidis. CVPR 2016. arXiv admin note: substantial text overlap with arXiv:1511.09439 

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Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose


Jul 26, 2017
Georgios Pavlakos, Xiaowei Zhou, Konstantinos G. Derpanis, Kostas Daniilidis

* CVPR 2017 Camera Ready. Project Page: https://www.seas.upenn.edu/~pavlakos/projects/volumetric/ 

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6-DoF Object Pose from Semantic Keypoints


Mar 14, 2017
Georgios Pavlakos, Xiaowei Zhou, Aaron Chan, Konstantinos G. Derpanis, Kostas Daniilidis

* IEEE International Conference on Robotics and Automation (ICRA), 2017 

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