Georgios Pavlakos

According to our database, Georgios Pavlakos authored at least 41 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

InstantSplat: Unbounded Sparse-view Pose-free Gaussian Splatting in 40 Seconds.

Zhiwen Fan, Wenyan Cong, Kairun Wen, Kevin Wang, Jian Zhang, Xinghao Ding, Danfei Xu, Boris Ivanovic, Marco Pavone, Georgios Pavlakos, Zhangyang Wang, Yue Wang

CoRR, 2024

2023

Reconstructing Hands in 3D with Transformers.

Georgios Pavlakos, Dandan Shan, Ilija Radosavovic, Angjoo Kanazawa, David Fouhey, Jitendra Malik

CoRR, 2023

GART: Gaussian Articulated Template Models.

Jiahui Lei, Yufu Wang, Georgios Pavlakos, Lingjie Liu, Kostas Daniilidis

CoRR, 2023

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

Lea Müller, Vickie Ye, Georgios Pavlakos, Michael J. Black, Angjoo Kanazawa

CoRR, 2023

Humans in 4D: Reconstructing and Tracking Humans with Transformers.

Shubham Goel, Georgios Pavlakos, Jathushan Rajasegaran, Angjoo Kanazawa, Jitendra Malik

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Decoupling Human and Camera Motion from Videos in the Wild.

Vickie Ye, Georgios Pavlakos, Jitendra Malik, Angjoo Kanazawa

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Learning Articulated Shape with Keypoint Pseudo-Labels from Web Images.

Anastasis Stathopoulos, Georgios Pavlakos, Ligong Han, Dimitris N. Metaxas

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

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

Jathushan Rajasegaran, Georgios Pavlakos, Angjoo Kanazawa, Christoph Feichtenhofer, Jitendra Malik

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Semantic keypoint-based pose estimation from single RGB frames.

Karl Schmeckpeper, Philip R. Osteen, Yufu Wang, Georgios Pavlakos, Kenneth Chaney, Wyatt Jordan, Xiaowei Zhou, Konstantinos G. Derpanis, Kostas Daniilidis

Field Robotics, March, 2022

Reactive navigation in partially familiar planar environments using semantic perceptual feedback.

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

Int. J. Robotics Res., 2022

Spatio-Temporal Graph Convolutional Networks for Continuous Sign Language Recognition.

Maria Parelli, Katerina Papadimitriou, Gerasimos Potamianos, Georgios Pavlakos, Petros Maragos

Proceedings of the IEEE International Conference on Acoustics, 2022

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

Georgios Pavlakos, Ethan Weber, Matthew Tancik, Angjoo Kanazawa

Proceedings of the Computer Vision - ECCV 2022, 2022

The Reliability of Forensic Body-Shape Identification.

Neerja Thakkar, Georgios Pavlakos, Hany Farid

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Tracking People by Predicting 3D Appearance, Location and Pose.

Jathushan Rajasegaran, Georgios Pavlakos, Angjoo Kanazawa, Jitendra Malik

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Human Mesh Recovery from Multiple Shots.

Georgios Pavlakos, Jitendra Malik, Angjoo Kanazawa

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Tracking People by Predicting 3D Appearance, Location & Pose.

Jathushan Rajasegaran, Georgios Pavlakos, Angjoo Kanazawa, Jitendra Malik

CoRR, 2021

Tracking People with 3D Representations.

Jathushan Rajasegaran, Georgios Pavlakos, Angjoo Kanazawa, Jitendra Malik

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Probabilistic Modeling for Human Mesh Recovery.

Nikos Kolotouros, Georgios Pavlakos, Dinesh Jayaraman, Kostas Daniilidis

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

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

Agelos Kratimenos, Georgios Pavlakos, Petros Maragos

Proceedings of the IEEE International Conference on Acoustics, 2021

Multimodal Fusion and Sequence Learning for Cued Speech Recognition from Videos.

Katerina Papadimitriou, Maria Parelli, Galini Sapountzaki, Georgios Pavlakos, Petros Maragos, Gerasimos Potamianos

Proceedings of the Universal Access in Human-Computer Interaction. Access to Media, Learning and Assistive Environments, 2021

2020

Reactive Semantic Planning in Unexplored Semantic Environments Using Deep Perceptual Feedback.

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

IEEE Robotics Autom. Lett., 2020

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

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

CoRR, 2020

Exploiting 3D Hand Pose Estimation in Deep Learning-Based Sign Language Recognition from RGB Videos.

Maria Parelli, Katerina Papadimitriou, Gerasimos Potamianos, Georgios Pavlakos, Petros Maragos

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Monocular Expressive Body Regression Through Body-Driven Attention.

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

Proceedings of the Computer Vision - ECCV 2020, 2020

Coherent Reconstruction of Multiple Humans From a Single Image.

Wen Jiang, Nikos Kolotouros, Georgios Pavlakos, Xiaowei Zhou, Kostas Daniilidis

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

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

Xiaowei Zhou, Menglong Zhu, Georgios Pavlakos, Spyridon Leonardos, Konstantinos G. Derpanis, Kostas Daniilidis

IEEE Trans. Pattern Anal. Mach. Intell., 2019

TexturePose: Supervising Human Mesh Estimation With Texture Consistency.

Georgios Pavlakos, Nikos Kolotouros, Kostas Daniilidis

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

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

Nikos Kolotouros, Georgios Pavlakos, Michael J. Black, Kostas Daniilidis

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

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

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

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Convolutional Mesh Regression for Single-Image Human Shape Reconstruction.

Nikos Kolotouros, Georgios Pavlakos, Kostas Daniilidis

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Human Motion Capture Using a Drone.

Xiaowei Zhou, Sikang Liu, Georgios Pavlakos, Vijay Kumar, Kostas Daniilidis

Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

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

Georgios Pavlakos, Luyang Zhu, Xiaowei Zhou, Kostas Daniilidis

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Ordinal Depth Supervision for 3D Human Pose Estimation.

Georgios Pavlakos, Xiaowei Zhou, Kostas Daniilidis

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

6-DoF object pose from semantic keypoints.

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

Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

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

Georgios Pavlakos, Xiaowei Zhou, Konstantinos G. Derpanis, Kostas Daniilidis

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Harvesting Multiple Views for Marker-Less 3D Human Pose Annotations.

Georgios Pavlakos, Xiaowei Zhou, Konstantinos G. Derpanis, Kostas Daniilidis

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

On Shape Recognition and Language.

Petros Maragos, Vassilis Pitsikalis, Athanasios Katsamanis, Georgios Pavlakos, Stavros Theodorakis

Proceedings of the Perspectives in Shape Analysis, 2016

2015

Reconstruction of 3D Pose for Surfaces of Revolution from Range Data.

Georgios Pavlakos, Kostas Daniilidis

Proceedings of the 2015 International Conference on 3D Vision, 2015

2014

Towards an intelligent robotic walker for assisted living using multimodal sensorial data.

Georgia Chalvatzaki, Georgios Pavlakos, Kevis-Kokitsi Maninis, Xanthi S. Papageorgiou, Vassilis Pitsikalis, Costas S. Tzafestas, Petros Maragos

Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014

Kinect-based multimodal gesture recognition using a two-pass fusion scheme.

Georgios Pavlakos, Stavros Theodorakis, Vassilis Pitsikalis, Athanasios Katsamanis, Petros Maragos

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Advances in Intelligent Mobility Assistance Robot Integrating Multimodal Sensory Processing.

Xanthi S. Papageorgiou, Costas S. Tzafestas, Petros Maragos, Georgios Pavlakos, Georgia Chalvatzaki, George Moustris, Iasonas Kokkinos, Angelika Peer, Bartlomiej Stanczyk, Evita-Stavroula Fotinea, Eleni Efthimiou

Proceedings of the Universal Access in Human-Computer Interaction. Aging and Assistive Environments, 2014