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Computer Science

D-Index
61
Citations
30741
World Ranking
2987
National Ranking
1465

Overview

Yaser Sheikh is a researcher affiliated with Facebook in the United States specializing in computer science and engineering. Their work spans a range of subfields with a notable focus on computer vision and pattern recognition, computational mechanics, computer graphics and computer-aided design, signal processing, and neurology.

Their research topics include:

  • Advanced Vision and Imaging
  • 3D Shape Modeling and Analysis
  • Face recognition and analysis
  • Computer Graphics and Visualization Techniques
  • Generative Adversarial Networks and Image Synthesis
  • Human Pose and Action Recognition
  • Speech and Audio Processing

Yaser Sheikh's publication record includes numerous papers published in prominent venues. Frequent publication platforms for their work are:

  • arXiv (Cornell University)
  • ACM Transactions on Graphics
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Significant recent papers authored or coauthored by Yaser Sheikh include:

  • Mixture of volumetric primitives for efficient neural rendering, 2021, ACM Transactions on Graphics
  • MeshTalk: 3D Face Animation from Speech using Cross-Modality Disentanglement, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
  • Authentic volumetric avatars from a phone scan, 2022, ACM Transactions on Graphics
  • Constraining dense hand surface tracking with elasticity, 2020, ACM Transactions on Graphics
  • Deep relightable appearance models for animatable faces, 2021, ACM Transactions on Graphics

Yaser Sheikh has collaborated extensively with several frequent coauthors, including:

  • Tomas Simon
  • Jason Saragih
  • Stephen Lombardi
  • Gabriel Schwartz
  • Fernando De la Torre

The intersection of computer vision, graphics, and machine learning is central to their body of work, with particular attention to volumetric neural rendering, 3D animation, and facial modeling. Their research has contributed across multiple dimensions of image synthesis, shape modeling, and real-time tracking techniques.

Best Publications

  • Realtime Multi-person 2D Pose Estimation Using Part Affinity Fields

    Zhe Cao;Tomas Simon;Shih-En Wei;Yaser Sheikh

  • OpenPose: Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields

    Zhe Cao;Gines Hidalgo;Tomas Simon;Shih-En Wei

  • Convolutional Pose Machines

    Shih-En Wei;Varun Ramakrishna;Takeo Kanade;Yaser Sheikh

  • Hand Keypoint Detection in Single Images Using Multiview Bootstrapping

    Tomas Simon;Hanbyul Joo;Iain Matthews;Yaser Sheikh

  • Bayesian modeling of dynamic scenes for object detection

    Y. Sheikh;M. Shah

  • Neural volumes: learning dynamic renderable volumes from images

    Stephen Lombardi;Tomas Simon;Jason Saragih;Gabriel Schwartz

  • Panoptic Studio: A Massively Multiview System for Social Motion Capture

    Hanbyul Joo;Hao Liu;Lei Tan;Lin Gui

  • Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies

    Hanbyul Joo;Tomas Simon;Yaser Sheikh

  • Background Subtraction for Freely Moving Cameras

    Yaser Sheikh;Omar Javed;Takeo Kanade

  • Reconstructing 3d human pose from 2d image landmarks

    Varun Ramakrishna;Takeo Kanade;Yaser Sheikh

  • Panoptic Studio: A Massively Multiview System for Social Interaction Capture

    Hanbyul Joo;Tomas Simon;Xulong Li;Hao Liu

  • Monocular Total Capture: Posing Face, Body, and Hands in the Wild

    Donglai Xiang;Hanbyul Joo;Yaser Sheikh

  • Pose Machines: Articulated Pose Estimation via Inference Machines

    Varun Ramakrishna;Daniel Munoz;Martial Hebert;James Andrew Bagnell

  • Recycle-GAN: Unsupervised Video Retargeting

    Aayush Bansal;Shugao Ma;Deva Ramanan;Yaser Sheikh

  • Exploring the space of a human action

    Y. Sheikh;M. Sheikh;M. Shah

  • Deep appearance models for face rendering

    Stephen Lombardi;Jason Saragih;Tomas Simon;Yaser Sheikh

  • On the use of computable features for film classification

    Z. Rasheed;Y. Sheikh;M. Shah

  • Trajectory Space: A Dual Representation for Nonrigid Structure from Motion

    I Akhter;Y Sheikh;S Khan;T Kanade

  • Nonrigid Structure from Motion in Trajectory Space

    Ijaz Akhter;Yaser Sheikh;Sohaib Khan;Takeo Kanade

  • Mixture of volumetric primitives for efficient neural rendering

    Stephen Lombardi;Tomas Simon;Gabriel Schwartz;Michael Zollhoefer

  • Mode-seeking by Medoidshifts

    Y.A. Sheikh;E.A. Khan;T. Kanade

Frequent Co-Authors

Tomas Simon
Tomas Simon META Group
Mubarak Shah
Mubarak Shah University of Central Florida
Iain Matthews
Iain Matthews University of East Anglia
Takeo Kanade
Takeo Kanade Carnegie Mellon University
Jason Saragih
Jason Saragih Facebook (United States)
Jessica K. Hodgins
Jessica K. Hodgins Carnegie Mellon University
Fernando De la Torre
Fernando De la Torre Carnegie Mellon University
Srinivasa G. Narasimhan
Srinivasa G. Narasimhan Carnegie Mellon University
Deva Ramanan
Deva Ramanan Carnegie Mellon University
Patrick Lucey
Patrick Lucey Stats Perform

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