	Department of Engineering

University of Cambridge > Engineering Department

Vijay Badrinarayanan

Hi. I am a post-doctoral research associate in the Computer Vision & Robotics group, Machine Intelligence Laboratory, in the Department of Engineering , University of Cambridge, U.K . My work is supervised by Prof. Roberto Cipolla. I am also a post-doctoral research associate of St. Johns College, University of Cambridge, U.K .

My broad research interests are in applying machine learning techniques to solve computer vision problems. Along with my laboratory colleagues, I am currently working on interactive video segmentation, propagation of semantic labels in video sequences, multi-category segmentation and recognition from videos and 3D object recognition. I also maintain a keen interest in Deep Learning architectures.

I obtained my Bachelors degree in Electronics and Communication Engineering (2001) from Bangalore University, Bangalore, India. After which, I studied for a Masters in Electrical and Communication Engineering (2005) at Georgia Institute of Technology (Gatech), Atlanta, USA . I then wrote a dissertation titled 'Probabilistic Graphical Models for Visual Tracking of Objects' for a PhD (2009) from INRIA, Rennes Bretagne-Atlantique, France under the supervision of Dr. Patrick Perez and with kind sponsorship from Technicolor Research Labs, Rennes, France .

More information can be found on my curriculum vitae.

Selected Publications

Badrinarayanan V., Budvytis I., Cipolla, R.,
Semi-Supervised Video Segmentation using Tree Structured Graphical Models.
IEEE Trans. on Pattern Analysis and Machine Intelligence, 2013 (to appear).

Bonde U., Badrinarayanan V., Cipolla, R.,
Multi Scale Shape Index for 3D Object Recognition [pdf]
In Scale Space and Variational Method, June 2013 (to appear).

Badrinarayanan V., Budvytis I., Cipolla, R.,
Semi-Supervised Video Segmentation using Random Forests.
Book Chapter in Decision Forests for Computer Vision and Medical Image Analysis , Criminisi, A., Shotton, J (Eds.), Springer 2013.

Badrinarayanan V., Budvytis I.,Cipolla, R.,
MoT - Mixture of Trees Probabilistic Graphical Model for Video Segmentation. [pdf]
In Proc. British Machine Vision Conference (BMVC), September 2012.

Budvytis I., Badrinarayanan V., Cipolla, R.,
Semi-Supervised Video Segmentation using Tree Structured Graphical Models. [pdf]
In Proc. Computer Vision and Pattern Recognition (CVPR), June 2011.

Budvytis I., Badrinarayanan V., Cipolla R.,
Label propagation in Complex Video Sequences using Semi-Supervised Learning. [pdf]
In Proc. British Machine Vision Conference (BMVC), September 2010.

Badrinarayanan V., Galasso F., Cipolla R.,
Label Propagation in Video Sequences. [pdf]
In Proc. Computer Vision and Pattern Recognition (CVPR), June 2010.

Badrinarayanan V., Pérez P., Le Clerc F., Oisel L.,
Probabilistic Color and Adaptive Multi-feature Tracking with Dynamically Switched Priority between Cues. [pdf]
In Proc. Internation Conference on Computer Vision (ICCV), October 2007.

Badrinarayanan V.
Probabilistic Graphical Models for Visual Tracking of Objects [pdf]
PhD thesis, INRIA Rennes Bretagne-Atlantique, France, March 2009 (runner-up award for best thesis).
Extended Abstract in French [pdf]

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