Anirban Chakraborty

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Assistant Professor

Room 205
Department of Computational and Data Sciences (CDS)
Indian Institute of Science (IISc)
Bangalore, India 560012
e-mail: anirban[at]cds.iisc.ac.in
Alt. e-mail: achakraborty.ucr[at]gmail.com


I am an assistant professor in the Department of Computational and Data Sciences (CDS), Indian Institute of Science, Bangalore and the convenor of the Visual Computing Lab (VCL).

Brief bio (prior to joining IISc)

I have been working as a faculty member in CDS, IISc since June’17. From December’16 to June’17, I worked as a researcher at Robert Bosch Research and Technology Centre, India. Before that, I was a research fellow in the Rapid-Rich Object Search (ROSE) Lab at Nanyang Technological University, Singapore working on large scale, deployable video surveillance systems. From October’14 to November’15, I worked as a post-doctoral fellow in the A*STAR-NUS Clinical Imaging Research Centre at National University of Singapore. I completed my Ph.D. in Electrical Engineering from University of California, Riverside under the supervision of Dr. Amit K. Roy-Chowdhury in August’14. I obtained my M.S. from the same institute in 2010 and prior to that, my bachelors in Electrical Engineering from Jadavpur University, India.

[My CV]     [Ph.D. Thesis]     [Google Scholar]     [LinkedIn]

Research interests

I am interested in exploring applications of systems theory, probabilistic graphical models, stochastic processes, geometric tessellation and optimization in a wide range of computer vision and machine learning problems, such as -

  • Video analytics: Multi-camera surveillance - data association across large camera networks, person-reidentification, video anomaly detection, activity recognition and forecasting.

  • Biological and medical image analysis: Bio-image informatics - registration, cell segmentation, spatio-temporal cell tracking, cell and tissue resolution 3D reconstruction of confocal image stacks.
    3D segmentation of FIBSEM neuro image stacks, semantic segmentation.
    Analysis of clinical MR, CT and micro-CT images.

Selected publications

For the complete list of publications, please see the Publication page.

News

  • Jun 2017: Joined CDS, IISc as an assistant professor, Visual Computing Lab is established.

  • Dec 2016: Joined Robert Bosch Research and Technology Center, India (RTC-IN) as a computer vision researcher.

  • Aug 2016: Our paper on person re-identification from egocentric views is accepted at IEEE TCSVT.

  • Jan 2016: Our work (Mkrtchyan et. al.) on registration of confocal live imaging stacks is accepted in IEEE TCBB.

  • Nov 2015: Joined ROSE Lab, NTU as a post-doctoral research fellow. I shall be part of Prof. Junsong Yuan's group.

  • Oct 2015: Our paper on person re-identification with wearable devices is accepted in WACV, 2016.

  • Aug 2015: Our paper ‘Network Consistent Data Association’ is accepted in IEEE TPAMI.