Research

Research Publications:

• Robust Face Tracking using Multiple Appearance Models and Graph Relational Learning, T Chakravorty, GA Bilodeau, E Granger, Machine Vision and Applications, 2020 [PDF][Code]

• Tracking using Numerous Anchor points,  T Chakravorty, GA Bilodeau, E Granger, Machine Vision and Applications, 2017 [PDF][Code]

• Contextual Object Tracker with Structure Encoding, IEEE, ICIP 2015  [PDF][Code]

• Automatic image registration in infrared-visible videos using polygon vertices, T Chakravorty, GA Bilodeau, E Granger,(Technical Report) 2014 [PDF]

• Low Cost Subcutaneous Vein Detection System Using ARM9 Single Board Computer, T Chakravorty, DN Sonawane, SD Sharma, T Patil, IEEE, ICECT 2011 

• GNU/Linux shell access through a web-browser for an embedded Linux e-learning system, T Chakravorty, DN Sonawane, SD Sharma, T Patil , IEEE, ICECT, 2011 

Poster Presentations

• “Model-Free Tracking using features with a structure”, WICV workshop, CVPR 2016  [Abstract][Poster] 

• “Applying Context with Structure Encoding to Model-Free Tracking”, ACM, Student Research Competition at GHC, 2015 [Abstract][Poster]

Articles

• Build and Run an Artificial Neural Network on Your Browser

• Machine Learning using TensorFlow in 10 Lines of Code

• How Machine Learning Works: An Overview

• What Every Developer Should Know about Machine Learning

Other Projects

• Q-Rite

• Automatic Multimodal Image Registration

• Subcutaneous Vein Detection System Version1.0

• PIC uC based multiparameter display