Anirban Chakraborty

Research Fellow Rapid-Rich Object Search (ROSE) Lab School of Electrical and Electronic Engineering Nanyang Technological University Research Techno Plaza, 50 Nanyang Drive, Singapore 637553 Phone: +65 8207 7608 E-mail: anirban.chakraborty@email.ucr.edu Alt. e-mail: a.chakraborty@ntu.edu.sg

About me

I am currently a research fellow in the Rapid-Rich Object Search (ROSE) Lab at Nanyang Technological University, Singapore working on large scale, deployable video surveillance systems. Before joining NTU, 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, 2014. 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 - 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.
  Analysis of clinical MR, CT and CT images.

Selected publications

• A. Chakraborty, A. Das, A. K. Roy-Chowdhury, "Network Consistent Data Association", IEEE TPAMI, 2016 (In Press).

• A. Chakraborty, A. K. Roy-Chowdhury, "Context Aware Spatio-temporal Cell Tracking In Densely Packed Multilayer Tissues", Medical Image Analysis, 2015.

• A. Das*, A. Chakraborty*, A. K. Roy-Chowdhury,"Consistent Re-identification in a Camera Network", ECCV, 2014 (*Jointly first-authored).

• A. Chakraborty, M. M. Perales, G. V. Reddy, A. K. Roy-Chowdhury, "Adaptive Geometric Tessellation for 3D Reconstruction of Anisotropically Developing Cells in Multilayer Tissues from Sparse Volumetric Microscopy Images", PLoS ONE, 2013.

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

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