About

[CV] [Google Scholar]

I am a researcher in the Interactive Media (IMG) Group at Microsoft Research Redmond. My research interests lie broadly in computer vision, robotics and computer graphics and I work on various topics related to 3d scene reconstruction from images and video. These topics include structure from motion, SLAM, visual odometry, stereo matching, optical flow and scene flow, multi-view stereo, photometric stereo, image-based localization and place recognition. I am interested in applications ranging from 3D scanning, depth sensing, augmented reality (AR) and building computer vision-aided autonomous UAVs.

I received my M.S. and Ph.D. from the University of North Carolina at Chapel Hill where I studied geometric problems in computer vision (old webpage).

Projects

Edge Computing

Established: December 6, 2015

News Stories Network World, Microsoft Researcher: Why Micro Datacenters Really Matter to Mobile's Future, September 3, 2015 (also Computer World, IT World, Info World) Shepherd's PI, Why a Cloudlet Beats the Cloud for Mobile Apps, by Lewis Sheppherd, December 13, 2009 Keynote Presentations Cloud 2020: Emergence of Micro Data Centers (Cloudlets) for Latency Sensitive Computing Devices and Networking Summit 2015, Paris, France, May 13, 2015 IEEE Wireless Communications and Networking Conference (WCNC) 2015, New Orleans,…

FarmBeats: AI & IoT for Agriculture

Established: May 14, 2015

Several studies have demonstrated the need to double the world’s food production by 2050. However, there is limited amount of additional arable land, and water levels have also been receding. Although technology could help the farmer, its adoption is limited because the farms usually do not have power, or Internet connectivity, and the farmers are typically not technology savvy. We are working towards an end-to-end approach, from sensors to the cloud, to solve the problem.…

Publications

2017

2016

2015

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2003

Other

Activities

Teaching

  • CVPR 2017 Tutorial: Geometric and Semantic 3D Reconstruction
  • 3DV 2016 Tutorial: Semantic and Structured 3D Modeling

Awards

Professional Activities

Conference Program Committee

  • ACM Multimedia Conference 2016.
  • IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2009 — 2017.
  • British Machine Vision Conference (BMVC) 2017.
  • 3D Processing, Visualization and Transmission (3DPVT 2012, 3DV 2013, 2014, 2015).
  • Asian Conference on Computer Vision (ACCV) 2009, 2010, 2012, 2014, 2016.
  • European Conference on Computer Vision (ECCV) 2008, 2010, 2012, 2014, 2016.
  • IEEE International Conference on Computer Vision (ICCV) 2009, 2011, 2013, 2015.
  • Indian Conference on Vision, Graphics and Image Processing (ICVGIP) 2010, 2012, 2014, 2016.

Workshop Program Committee

  • Workshop on Performance Metrics for Correspondence Problems (CVPR 2015).
  • Ground Truth – What is a good dataset ? (CVPR 2013 Workshop).
  • Workshop on Unsolved Problems in Optic Flow and Stereo Estimation (ECCV 2012).
  • Consumer Depth Cameras for Computer Vision (ECCV 2012 Workshop).
  • Vision and Graphics Computing for Multimedia Communications (ICME 2011 Workshop).
  • Reconstruction and Modeling of Large-Scale 3D Virtual Environments (ECCV 2010Workshop).
  • Computer Vision on GPUs (CV-GPU) (ECCV 2010 Workshop).
  • Dynamic 3D Imaging (DAGM 2009 Workshop).
  • Time of Flight Camera based Computer Vision (TOF{CV), (CVPR 2008 Workshop).

Reviewer

  • SIGGRAPH 2008–2017, SIGGRAPH Asia 2009–2012, 2016
  • EuroGraphics 2012, 2014, 2015, 2016
  • ICRA 2015, 2016
  • IROS 2016
  • ACM Transaction on Graphics (ToG)
  • International Journal of Computer Vision (IJCV)
  • IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI)
  • IEEE Transactions on Visualization and Computer Graphics (TVCG)
  • IEEE Transactions of Computational Imaging (TCI)
  • Computer Vision and Image Understanding (CVIU)
  • Journal of Visual Communication and Image Representation (JVCI)
  • Machine Vision and Applications (MVA)
  • Image and Visual Computing (IVC)
  • IEEE Pervasive Computing
  • Optics

Data

Coming Soon …