I am a research scientist at Facebook Reality Lab. Previously, I was a Ph.D. student at The Robotics Institute, Carnegie Mellon University where I worked with Prof. Srinivasa Narasimhan and Prof. Yaser Sheikh on novel methods to capture dense and accurate 3D shape of human bodies.
Before that, I worked with Prof. Zhaoyang Wang at the Catholic University of America, where I got B.E. degree in Electrical Engineering, on camera calibration, structured light system, and tracking algorithms.
Research
I am very interested in various aspects of 3D vision and physics-based vision (e.g., shape, motion, reflectance, and illumination) for human scene understanding. The goal is to develop holistic and end-to-end machine learning systems that understand and recreate virtual environments that are perceptually indistinguishable from reality.
Internships: I am always looking for strong graduate students to collaborate with. If you are interested in interning at FRL with me, send me an email detailing what your research interests are, and what you would like to work on during the internship.
ContactOpt: Optimizing Contact to Improve Grasps
Pattrick Grady, Samarth Brahmbhatt, Chris Twigg, Minh Vo, Chengcheng Tang, Charlie Kemp
CVPR 2021 (Oral) PDFProject Page
ANR: Articulated Neural Rendering for Virtual Avatars
Amit Raj, Julian Tanke, James Hays, Minh Vo, Carsten Stoll, and Christoph Lassner
CVPR 2021 PDFProject Page
TexMesh: Reconstructing Detailed Human Texture and Geometry from Monocular Video
Tiancheng Zhi, Christoph Lassner, Tony Tung, Carsten Stoll, Srinivasa Narasimhan, and Minh Vo ECCV 2020 PDFProject Page
Long-term Human Motion Prediction with Scene Context
Zhe Cao, Hang Gao, Karttikeya Mangalam, Qi-Zhi Cai, Minh Vo, and Jitendra Malik
ECCV 2020 (Oral) PDFProject Page
4D Visualization of Dynamic Events from Unconstrained Multi-View Videos
Aayush Bansal, Minh Vo, Yaser Sheikh, Deva Ramanan, and Srinivasa Narasimhan
CVPR 2020 PDFProject Page Press Coverage:
CMU,
ACM,
TechXplore,
ScienceMag,
and many others.
Spatiotemporal Bundle Adjustment for Dynamic 3D Human Reconstruction in the Wild Minh Vo, Srinivasa Narasimhan, and Yaser Sheikh
TPAMI 2020 and CVPR 2016 PDFProject Page
Self-supervised Multi-view Person Association and Its Applications Minh Vo, Ersin Yumer, Kalyan Sunkavalli, Sunil Hadap, Yaser Sheikh, and Srinivasa Narasimhan
TPAMI 2020 PDFProject Page
Occlusion-Net: 2D/3D Occluded Keypoint Localization Using Graph Networks
Dinesh Reddy, Minh Vo, and Srinivasa Narasimhan,
CVPR 2019 PDFProject Page
CarFusion: Combining Part Detection and Point Tracking for Dynamic 3D Reconstruction of Vehicles
Dinesh Reddy, Minh Vo, and Srinivasa Narasimhan,
CVPR 2018 PDFProject Page
Texture Illumination Separation for Single-shot Structured Light Reconstruction Minh Vo, Srinivasa Narasimhan, and Yaser Sheikh
CCD 2014 and TPAMI 2015 PDFProject Page
Passive Tomography of Turbulance Strength Marina Alterman, Yoav Schechner, Minh Vo, and Srinivasa Narasimhan ECCV 2014 PDF Project Page
Automated fast initial guess in digital image correlation Zhaoyang Wang, Minh Vo, Hien Kieu, Tongyan Pan Strain 2014 PDF
Hyper-accurate flexible calibration technique for fringe-projection-based three-dimensional imaging Minh Vo, Zhaoyang Wang, Bing Pan, and Tongyan Pan Optics Express 2012 PDF Supplementary videos
Three-dimensional phantoms for curvature correction in spatial frequency domain imaging Thu Nguyen, Hanh Le, Minh Vo, Zhaoyang Wang, Long Luu, and Jessica Ramella-Roman Biomedical Optics Express 2012 PDF
Advanced geometric camera calibration for machine vision Minh Vo, Zhaoyang Wang, Long Luu, and Jun Ma Optical Engineering 2011 PDF Software
Accuracy enhancement of digital image correlation with B-spline interpolation Long Luu, Zhaoyang Wang, Minh Vo, Thang Hoang, and Jun Ma Optics Letters 2011 PDF
Phase extraction from optical interferograms in presence of intensity nonlinearity and arbitrary phase shifts Thang Hoang, Zhaoyang Wang, Minh Vo, Jun Ma, Long Luu, and Bing Pan Applied Physics Letters 2011 PDF
Flexible calibration technique for fringe-projection-based three-dimensional imaging Minh Vo, Zhaoyang Wang, Thang Hoang, and Dung Nguyen Optics Letters 2010 PDF
Others
Exploiting Point Motion, Shape Deformation, and Semantic Priors for Dynamic 3D Reconstruction in the Wild Minh Vo Ph.D. Thesis PDF