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Santosh Kumar Divvala

I am a Postdoctoral Research Associate at the University of Washington, working with Carlos Guestrin and Ali Farhadi. 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 Image Understanding problem. My approach to this problem takes a Machine Learning perspective so as to leverage today's Internet-scale image 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).



For full-list of publications, please see my Google Scholar Page







   

Selected Projects

Learning Everything about Anything

with Carlos Guestrin, Ali Farhadi

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


Empirical Study of Context

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


Annotating Google Streetview

with Mei Han, Sergey Ioffe

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