Sotabase

Career

· Founder, Avataros2023–
· Consulting Professor, Carnegie Mellon University2019–
· VP, Reality Labs (Pittsburgh), Meta2015–2025
· Associate Professor, Robotics Institute, Carnegie Mellon University2006–2019
· Postdoctoral Researcher, Carnegie Mellon University2006–2008
· PhD in Computer Science, University of Central Florida2006–
· MS, Computer Science, University of Central Florida2005–
· BS, Electronic Engineering, Ghulam Ishaq Khan Institute of Engineering Sciences and Technology2001–

Publications (141)

Realtime Multi-person 2D Pose Estimation Using Part Affinity Fields
Computer Vision and Pattern Recognition · 2016
7,069
cited
OpenPose: Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018
5,245
cited
Convolutional Pose Machines
Computer Vision and Pattern Recognition · 2016
2,869
cited
Hand Keypoint Detection in Single Images Using Multiview Bootstrapping
Computer Vision and Pattern Recognition · 2017
1,178
cited
Bayesian modeling of dynamic scenes for object detection
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005
710
cited
Panoptic Studio: A Massively Multiview System for Social Motion Capture
IEEE International Conference on Computer Vision · 2015
598
cited
Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2018
548
cited
Panoptic Studio: A Massively Multiview System for Social Interaction Capture
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016
425
cited
Background Subtraction for Freely Moving Cameras
IEEE International Conference on Computer Vision · 2009
366
cited
Monocular Total Capture: Posing Face, Body, and Hands in the Wild
Computer Vision and Pattern Recognition · 2018
351
cited
Mixture of volumetric primitives for efficient neural rendering
ACM Transactions on Graphics · 2021
340
cited
Reconstructing 3D Human Pose from 2D Image Landmarks
European Conference on Computer Vision · 2012
338
cited
Neural volumes
ACM Transactions on Graphics · 2019
314
cited
Recycle-GAN: Unsupervised Video Retargeting
European Conference on Computer Vision · 2018
313
cited
Deep appearance models for face rendering
ACM Transactions on Graphics · 2018
306
cited
Nonrigid Structure from Motion in Trajectory Space
Neural Information Processing Systems · 2008
289
cited
Exploring the space of a human action
Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 · 2005
267
cited
Pose Machines: Articulated Pose Estimation via Inference Machines
European Conference on Computer Vision · 2014
262
cited
MeshTalk: 3D Face Animation from Speech using Cross-Modality Disentanglement
IEEE International Conference on Computer Vision · 2021
253
cited
Trajectory Space: A Dual Representation for Nonrigid Structure from Motion
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2011
245
cited
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