Tomas Simon (original) (raw)
I am a PhD student at Carnegie Mellon University, advised by Yaser Sheikh at the Robotics Institute and Iain Matthews from Disney Research.
My research is in computer vision and graphics, and I am interested in the spatiotemporal modeling of 3D motion, particularly for natural and dynamic objects such as faces and bodies.
My current research topics include spatio-temporal modeling and editing, non-rigid structure from motion, and statistical learning for time-series data.
Research
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Hand Keypoint Detection in Single Images using Multiview Bootstrapping Tomas Simon, Hanbyul Joo, Iain Matthews, Yaser Sheikh Computer Vision and Pattern Recognition (CVPR), 2017 arXiv | video | project | |
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Kronecker-Markov Prior for Dynamic 3D Reconstruction Tomas Simon, Jack Valmadre, Iain Matthews, Yaser Sheikh Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016 pdf | video (slides) (MP4, 25 MB) | ||
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Realtime Multi-person 2D Pose Estimation Using Part Affinity Fields Zhe Cao, Tomas Simon, ShihÂ-En Wei, Yaser Sheikh arXiv:1611.08050, November 2016 arXiv | video | code | |
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Realtime Multiperson Pose Estimation Zhe Cao, ShihÂ-En Wei, Tomas Simon, Yaser Sheikh Best Demo Award, European Conference on Computer Vision (ECCV), 2016 MS COCO Keypoint Challenge | slides | ||
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Panoptic Studio: A Massively Multiview System for Social Interaction Capture Hanbyul Joo, Tomas Simon, Xulong Li, Hao Liu, Lei Tan, Lin Gui, Sean Banerjee, Timothy Godisart, Bart Nabbe, Iain Matthews, Takeo Kanade, Shohei Nobuhara, Yaser Sheikh arXiv:1612.03153, December 2016 arXiv | project | video | code |
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Photogeometric Scene Flow for High-Detail Dynamic 3D Reconstruction Paulo Gotardo, Tomas Simon, Yaser Sheikh, Iain Matthews International Conference on Computer Vision (ICCV), 2015 pdf | project | video | |
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Separable Spatiotemporal Priors for Convex Reconstruction of Time-Varying 3D Point Clouds Tomas Simon, Jack Valmadre, Iain Matthews, Yaser Sheikh European Conference on Computer Vision (ECCV), 2014 pdf | project | video spotlight (MOV, 9 MB) | BibTeX |
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3D Object Manipulation in a Single Image using Stock 3D Models Natasha Kholgade, Tomas Simon, Alexei Efros, Yaser Sheikh ACM Transactions on Graphics (TOG), July 2014 pdf | project | video (MOV, 24 MB) | BibTeX |
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Bilinear Spatiotemporal Basis Models Ijaz Akhter, Tomas Simon, Sohaib Khan, Iain Matthews, Yaser Sheikh ACM Transactions on Graphics (TOG), April 2012 pdf | project | video (MOV, 94 MB) | BibTeX |
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FAST-FACS: A Computer-Assisted System to Increase Speed and Reliability of Manual FACS Coding Fernando De la Torre, Tomas Simon, Zara Ambadar, Jeffrey Cohn Affective Computing and Intelligent Interaction (ACII), 2011 pdf | BibTeX | ||
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Action Unit Detection with Segment-based SVMs Tomas Simon, Minh Nguyen, Fernando De la Torre, Jeffrey Cohn IEEE Computer Vision and Pattern Recognition (CVPR), 2010 pdf | BibTeX | ||
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Detecting Depression from Facial Actions and Vocal Prosody Jeffrey Cohn, Tomas Simon, Iain Matthews, Ying Yang, Minh Nguyen, Margara Tejera, Feng Zhou, Fernando De la Torre Affective Computing and Intelligent Interaction (ACII), 2009 pdf | BibTeX |