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Santosh Kumar Divvala

I am a Postdoctoral Research Associate at the University of Washington, working with Ali Farhadi and Carlos Guestrin. I received a PhD in Robotics from Carnegie Mellon University in 2012, where I worked under the supervision of Martial Hebert and Alyosha Efros.

My interests are in Computer Vision, specifically the Scene/Image Understanding problem. My approach to this problem takes a Machine Learning perspective so as to leverage today's Internet-scale image & video databases. The results of my research apply to Robotics (helping robots better 'interpret' the world around them) & to Computational Photography (enhancing the way we humans relish our photo collections).

In Summer'11, I interned in the Computer Vision group at Google, Mountain View. In Summer'10, I worked as a research intern in the Interactive Visual Media group at Microsoft Research, Redmond. In Fall'09, I was a visiting student researcher at ENS/INRIA Paris as part of the WILLOW Research team. In Summer'06, I interned with the Imaging Technologies Group at GE Research, Bangalore. I did my Undergrad and Masters (Dual Degree) at the Center for Visual Information Technology, IIIT Hyderabad, India. At IIIT-H, I had worked with C V Jawahar and P J Narayanan.

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Current Research

Building Open-Source Object Detectors in the Cloud

with Carlos Guestrin, Ali Farhadi
   

Previous work

How important are 'Deformable Parts' in the Deformable Parts Model?

with Alyosha Efros, Martial Hebert


Object Instance Sharing by Enhanced Bounding Box Correspondence

with Alyosha Efros, Martial Hebert


Annotating Google Streetview

with Mei Han, Sergey Ioffe

Empirical Study of Context

with Derek Hoiem, James Hays, Alyosha Efros, Martial Hebert


Web-scale Scene Parsing

with Svetlana Lazebnik, Alyosha Efros, Martial Hebert


Unsupervised Poselets

with Larry Zitnick, Ashish Kapoor, Simon Baker


Space-Carving Approach to Surface Estimation

with Drew Bagnell, Martial Hebert


Autonomous Image-based Exploration for Mobile Robot Navigation

with C V Jawahar


Visual Servoing in Unconventional Environments

with C V Jawahar