Funding
Seismic source characterization using state-of-the-art signal processing and machine learning techniques
Ministry of Earth Sciences
Role: PI
Duration: 2023 - 2025
Co-Investigators: Prof. Surendra Nadh Somala (IIT Hyderabad)
A robust, non-convex optimization framework for analysis and synthesis sparse models
SERB — Core Research Grant
Role: PI
Duration: 2021 - 2024
Co-Investigators: Prof. Prasanta Kumar Ghosh (EE, IISc)
Adaptive low-rank sparse decomposition
SERB-MATRICS
Role: PI
Duration: 2020 - 2023
AI powered diagnostics for wireless capsule endoscopy
Bill & Melinda Gates Foundation & DBT-BIRAC
Role: PI
Duration: 2020 - 2022
iCare — Artificial intelligence powered solutions for eyecare (SERB-TARE)
SERB
Role: Co-PI
Duration: 2019 - 2022
Co-Investigators: Mr. Harish Kumar J.R. (MIT, Manipal)
Development of a high-speed neuromorphic imaging system
Institute of Eminence (IoE), IISc
Role: PI
Duration: 2019 - 2021
Co-Investigators: Prof. Prasanta Ghosh, Prof. Kunal Chaudhury, et al.
In pursuit of a neuromorphic sampling theory
Pratiksha Trust
Role: Co-PI
Duration: 2019 - 2020
Co-Investigators: Dr. Chetan Singh Thakur (DESE, IISc)
Theoretical analysis of generative adversarial networks (GANs)
Robert Bosch Centre for Cyberphysical Systems, IISc
Role: PI
Duration: 2019 - 2020
Satellite image denoising and deconvolution in multiplicative noise
ISRO-IISc Space Technology Cell
Role: PI
Duration: 2018 - 2020
Co-Investigators: Dr. Debajyoti Dhar, Mr. Ashutosh Gupta (SAC, Ahmedabad)
Three-dimensional reconstruction using a neuromorphic event-based camera
Pratiksha Trust
Role: PI
Duration: 2018 - 2019
Co-Investigators: Dr. Chetan Singh Thakur (DESE, IISc)
Satellite image denoising in hardware
ISRO-IISc Space Technology Cell
Role: PI
Duration: 2017 - 2020
Co-Investigators: Dr. GN Rathna (EE, IISc)
An automated and efficient glaucoma prescreening system (IMPRINT Project)
MHRD and ICMR
Role: PI
Duration: 2017 - 2019
Co-Investigators: Dr. Yogish Kamath (KMC, Manipal)
A low-cost, portable, super-resolution ultrasound scanner (IMPRINT Project)
MHRD and Ministry of Health and Family Welfare
Role: PI
Duration: 2016 - 2020
Sub-Nyquist sampling — Challenges, fundamental limits, algorithms and applications
Science and Engineering Research Board (SERB)
Role: PI
Duration: 2016 - 2018
Masters project grants in signal processing and machine learning
Robert Bosch Centre for Cyberphysical Systems at IISc
Role: PI
Duration: 2016 - 2017
Development of a 3-D Riesz scanner
ISRO-IISc Space Technology Cell
Role: PI
Duration: 2015 - 2018
Co-Investigators: Mr. Manish Saxena (SAC, Ahmedabad)
Sparsity based reconstruction in high-frequency SONAR imaging
Defense Research and Development Organization (DRDO) - IISc joint research programme
Role: PI
Duration: 2014 - 2018
Co-Investigators: Dr. P. Murali Krishna (NPOL, Cochin)
Voice-activated camera steering (Demo-1, Demo-2)
XII Plan Grant
Role: PI
Duration: 2014 - 2016
Development of text-to-speech synthesis systems for Indian languages - Phase II
Department of Information Technology
Role: Co-PI
Duration: 2012 - 2017
Co-Investigators: Prof. Hema Murthy (IITM), Prof. S. R. M. Prasanna (IITG), et al.
Robust and efficient signal processing techniques for multicomponent FM signal parameter estimation
Indian Space Research Organization (ISRO) - IISc Space Technology Cell
Role: PI
Duration: 2012 - 2015
Exploring the dynamics of acoustic landscape in field cricket choruses using microphone arrays
Council for Scientific and Industrial Research (CSIR)
Role: Co-PI
Duration: 2010 - 2014
Co-Investigators: Prof. Rohini Balakrishnan (CES, IISc)
Interdisciplinary centre in neuroscience and Technology
Department of Science and Technology
Role: Co-PI
Duration: 2010 - 2014
Co-Investigators: Prof. V. Ravindranath, Prof. A. Murthy, et al.