Research Interests

October 2020: Utkarsh Shreemali has his paper accepted at Multimedia Tools and Applications 2020. Congratulations Utkarsh!
August 2020: Surbhi Aggarwal has her paper accepted at BMVC 2020. Congratulations Surbhi!
August 2020: Gaurav Nayak and Saksham Jain have their paper accepted at BigMM 2020. Congratulations Gaurav and Saksham!
July 2020: Aditay Tripathi and Rajath Dani have their paper accepted at ECCV 2020. Congratulations Aditay and Rajath!
June 2020: Congratulations Prof. Anirban Chakraborty on receiving an &#8216;Outstanding Reviewer&#8217; award at CVPR 2020!

Knowledge distillation: Train a Student model from a Teacher, retain most of its performance
Estimating 3D human pose from images
Data association over graphs, network consistency.
Single and multi-camera data association: tracking and person re-identification.
Analysis of confocal microscopy based plant live-cell imaging data.
Wide-area video surveillance: human activity recognition, forecasting and anomaly detection.
3D segmentation of neuro-images, semantic segmentation.

We seek solutions to computer vision and machine learning problems arising in numerous application areas involving visual data analytics. These include knowledge distillation, human pose estimation, person re-identification in camera networks, super-resolution imaging, domain adaptation etc. to name a few. We are also keen to explore how visual analytics can be utilized in answering some of the most fundamental questions in biology and healthcare.

News

February 2020: Siddharth Seth has 1 paper accepted at CVPR 2020. Congratulations Siddharth!
December 2019: Siddharth Seth has received Microsoft and Pratiksha Trust travel grants for presenting his work at AAAI 2020
November 2019: 2 papers accepted at AAAI 2020. Congratulations Gaurav and Siddharth!
September 2019: 1 paper accepted at WACV 2020. Congratulations Surbhi!

Visual Computing Lab @ IISc

Department of Computational and Data Sciencess

Welcome to VCL!

Research Interests

News