Biography
Pratik received the B. Tech degree in Electronics and Communication Engineering from Nirma University, Ahmedabad, India in 2007, the M. Tech degree from the Indian Institute of Technology, Kharagpur, India in 2009, and the M.S. and Ph.D. degrees in 2017 and 2018, respectively from the University of Southern California in Electrical Engineering. From 2009-2012, he was a scientist at GE Global Research, India, where he developed image processing routines on medical images. He was a recipient of the Institute Silver medal for being the best outgoing postgraduate student of the Department at Indian Institute of Technology, Kharagpur.
His research interests are in inverse problems, inverse scattering, optimization methods, compressive sensing, image processing, and machine learning and their applications in medical imaging and sensing. Currently, he is developing an inversion approach, where a machine learning technique is integrated into a physics (model) based imaging routine, for reconstructing more accurate microwave images.
Publications
2022
Other Publications
- G Chen, M Moghaddam, P Shah, J Stang, “Learning-assisted multi-modality dielectric imaging,” US Patent 11,250,601, 2022 [link]
2021
Journal
- P Shah, M Moghaddam, “Matrix Element-Based Theory of Compressive Sensing and Its Application to Electromagnetic Imaging,” IEEE Access 9, 129337-129346, 2021 [link]
2017
Conference
- P Shah, M Moghaddam, “Super resolution for microwave imaging: A deep learning approach,” 2017 IEEE International Symposium on Antennas and Propagation & USNC/URSI …, 2017 [link]
- P Shah, M Moghaddam, “Matrix norm based method for recovery of high contrast and sparse objects in microwave imaging,” 2017 IEEE International Symposium on Antennas and Propagation & USNC/URSI …, 2017 [link]
2016
Conference
- P Shah, M Moghaddam, “Theoretical derivation of RIP-less compressive sensing for inverse scattering,” 2016 IEEE International Symposium on Antennas and Propagation (APSURSI …, 2016 [link]
