Georgios Pavlakos | DeepAI

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∙ 06/15/2023

Generative Proxemics: A Prior for 3D Social Interaction from Images

Social interaction is a fundamental aspect of human behavior and communi...

0 Lea Müller, et al. ∙

∙ 05/31/2023

Humans in 4D: Reconstructing and Tracking Humans with Transformers

We present an approach to reconstruct humans and track them over time. A...

0 Shubham Goel, et al. ∙

∙ 04/27/2023

Learning Articulated Shape with Keypoint Pseudo-labels from Web Images

This paper shows that it is possible to learn models for monocular 3D re...

0 Anastasis Stathopoulos, et al. ∙

∙ 04/03/2023

On the Benefits of 3D Pose and Tracking for Human Action Recognition

In this work we study the benefits of using tracking and 3D poses for ac...

6 Jathushan Rajasegaran, et al. ∙

∙ 02/24/2023

Decoupling Human and Camera Motion from Videos in the Wild

We propose a method to reconstruct global human trajectories from videos...

0 Vickie Ye, et al. ∙

∙ 07/28/2022

The One Where They Reconstructed 3D Humans and Environments in TV Shows

TV shows depict a wide variety of human behaviors and have been studied ...

0 Georgios Pavlakos, et al. ∙

∙ 04/12/2022

Semantic keypoint-based pose estimation from single RGB frames

This paper presents an approach to estimating the continuous 6-DoF pose ...

0 Karl Schmeckpeper, et al. ∙

∙ 12/08/2021

Tracking People by Predicting 3D Appearance, Location Pose

In this paper, we present an approach for tracking people in monocular v...

10 Jathushan Rajasegaran, et al. ∙

∙ 11/15/2021

Tracking People with 3D Representations

We present a novel approach for tracking multiple people in video. Unlik...

5 Jathushan Rajasegaran, et al. ∙

∙ 08/26/2021

Probabilistic Modeling for Human Mesh Recovery

This paper focuses on the problem of 3D human reconstruction from 2D evi...

5 Nikos Kolotouros, et al. ∙

∙ 12/17/2020

Human Mesh Recovery from Multiple Shots

Videos from edited media like movies are a useful, yet under-explored so...

2 Georgios Pavlakos, et al. ∙

∙ 08/20/2020

Monocular Expressive Body Regression through Body-Driven Attention

To understand how people look, interact, or perform tasks, we need to qu...

5 Vasileios Choutas, et al. ∙

∙ 06/15/2020

Coherent Reconstruction of Multiple Humans from a Single Image

In this work, we address the problem of multi-person 3D pose estimation ...

4 Wen Jiang, et al. ∙

∙ 02/25/2020

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

This paper presents a reactive planning system that enriches the topolog...

0 Vasileios Vasilopoulos, et al. ∙

∙ 02/20/2020

Reactive Navigation in Partially Familiar Planar Environments Using Semantic Perceptual Feedback

This paper solves the planar navigation problem by recourse to an online...

0 Vasileios Vasilopoulos, et al. ∙

∙ 10/24/2019

TexturePose: Supervising Human Mesh Estimation with Texture Consistency

This work addresses the problem of model-based human pose estimation. Re...

15 Georgios Pavlakos, et al. ∙

∙ 09/27/2019

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

Model-based human pose estimation is currently approached through two di...

5 Nikos Kolotouros, et al. ∙

∙ 05/08/2019

Convolutional Mesh Regression for Single-Image Human Shape Reconstruction

This paper addresses the problem of 3D human pose and shape estimation f...

8 Nikos Kolotouros, et al. ∙

∙ 04/11/2019

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

To facilitate the analysis of human actions, interactions and emotions, ...

34 Georgios Pavlakos, et al. ∙

∙ 05/10/2018

Ordinal Depth Supervision for 3D Human Pose Estimation

Our ability to train end-to-end systems for 3D human pose estimation fro...

0 Georgios Pavlakos, et al. ∙

∙ 05/10/2018

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

This work addresses the problem of estimating the full body 3D human pos...

0 Georgios Pavlakos, et al. ∙

∙ 04/17/2018

Human Motion Capture Using a Drone

Current motion capture (MoCap) systems generally require markers and mul...

0 Xiaowei Zhou, et al. ∙

∙ 03/14/2017

6-DoF Object Pose from Semantic Keypoints

This paper presents a novel approach to estimating the continuous six de...

0 Georgios Pavlakos, et al. ∙

∙ 01/09/2017

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

Recovering 3D full-body human pose is a challenging problem with many ap...

0 Xiaowei Zhou, et al. ∙

∙ 11/23/2016

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

This paper addresses the challenge of 3D human pose estimation from a si...

0 Georgios Pavlakos, et al. ∙

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