Vishal Monga
Vishal Monga | |
|---|---|
| Nationality | Indian-American |
| Occupation(s) | Electrical engineer, researcher and academic |
| Academic background | |
| Education | B.Tech, Electronics and Communications Engineering M.S., Electrical Engineering Ph.D., Electrical Engineering |
| Alma mater | University of Texas at Austin Indian Institute of Technology Guwahati |
| Thesis | Perceptually Based Methods for Robust Image Hashing (2005) |
| Academic work | |
| Institutions | Pennsylvania State University |
Vishal Monga is an Indian American electrical engineer, researcher and academic. He is a professor of Electrical Engineering at the Pennsylvania State University.[1]
Monga's research and educational activity lies in the area of optimization-based methods for computational imaging, image analysis and radar signal processing. He has published over 100 research papers and holds 45 patents.[2] He is the author of the edited volume: Handbook of Convex Optimization Methods in Imaging Science.[3]
Monga received the US National Science Foundation CAREER award in 2015[4] and the Ruth and Joel Spira Teaching Excellence Award in 2016.[5] In 2022, he was inducted into the National Academy of Inventors as a Senior Member.[6]
Education[edit]
Monga received a B.Tech. degree in Electronics and Communications Engineering from the Indian Institute of Technology Guwahati in 2001. He then moved to the United States, where he first received M.S. in Electrical Engineering in 2003 and then Ph.D. in Electrical Engineering in 2005, both from the University of Texas at Austin.[1] His dissertation was entitled "Perceptually Based Methods for Robust Image Hashing."[7]
Career[edit]
While completing his Ph.D. at the University of Texas at Austin, Monga briefly worked as a Visiting Researcher at Microsoft Research. In 2006, he joined the Research Staff at Xerox Research Center Webster and worked there until 2009. At the same time, he also taught at the University of Rochester as an Adjunct Faculty.[1] In 2009, he left Xerox Research and joined Pennsylvania State University where he was endowed the Monkowski Assistant Professor of Electrical Engineering.[8] In 2015, he received tenure and promotion to the rank of associate professor of Electrical Engineering at Pennsylvania State University. In 2020, he was promoted to the rank of Professor. At the university, he also leads the Information Processing and Algorithms Laboratory.[9]
Monga has been an Associate Editor of IEEE Transactions on Circuits and Systems for Video Technology since 2015 and a Senior Area Editor of IEEE Signal Processing Letters since 2019. He was an Associate Editor of IEEE Transactions on Image Processing from 2009 to 2019, of Journal of Electronic Imaging from 2009 to 2015 and of IEEE Signal Processing Letters from 2015 to 2019.[1]
From 2017 to 2019, Monga was an elected member of IEEE Signal Processing Society, Image, Video and Multidimensional Signal Processing Technical Committee.[10] In 2019, he was appointed the Lead Guest Editor of IEEE Journal of Selected Topics in Signal Processing: Special Issue on Domain Enriched Learning for Medical Imaging.[11]
Starting January 2022, Monga has been an elected member of the IEEE Signal Processing Society, Computational Imaging Technical Committee, the Bio-Imaging and Signal Processing Technical Committee and the Sensor, Array and Multichannel Signal Processing Technical Committee.[12]
Research[edit]
Monga's research contributions are in optimization-based methods for computational imaging, image analysis and radar signal processing. Research results from his group have advanced the state of the art for many significant open problems in imaging and vision, and radar systems including image and video hashing, medical image analysis for early detection of diseases and waveform design and estimation problems for modern radar systems.[13][2]
Monga's research has been recognized via the US National Science Foundation CAREER award.
Awards and honors[edit]
- 2007 - Rochester Engineering Society (RES) Young Engineer of the Year
- 2011 - 2013 - Monkowski Career Development Professorship at Penn State
- 2012 - IEEE Mikio Takagi Best Paper Award
- 2015 - US National Science Foundation CAREER Award
- 2016 - Ruth and Joel Spira Excellence in Teaching Award
- 2019 - Penn State Engineering Alumni Society (PSEAS) Outstanding Research Award
Selected publications[edit]
Articles[edit]
- V. Monga, Y. Li and Y. Eldar, Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing, IEEE Signal Processing Magazine, volume 38, issue 2, March 2021.
Books[edit]
- Handbook of Convex Optimization Methods in Imaging Science (2018)
Book chapters[edit]
- "Color Image Halftoning" in Color Image Processing: Methods and Applications (2006)[14]
- "Video Anomaly Detection" in Computer Vision and Imaging in Intelligent Transportation Systems (2016)[15]
References[edit]
- ^ a b c d "Vishal Monga".
- ^ a b "Vishal Monga - Google Scholar".
- ^ "Handbook of Convex Optimization Methods in Imaging Science". Amazon.
- ^ "Penn State's Monga wins National Science Foundation CAREER award for research in signal and image processing".
- ^ "Engineering's Hannan, Monga honored for teaching excellence".
- ^ "CONGRATULATIONS - 2022 SENIOR MEMBER CLASS" (PDF).
- ^ Monga, Vishal (2005). Perceptually based methods for robust image hashing (phd). University of Texas at Austin.
- ^ "Seminar - Professor Vishal Monga". 25 February 2014.
- ^ "Information Processing and Algorithms Laboratory - Faculty".
- ^ "Image, Video, and Multidimensional Signal Processing". 2 March 2016.
- ^ "IEEE Journal of Selected Topics in Signal Processing" (PDF).
- ^ "Members". 2 March 2016.
- ^ "Monga, Vishal - Scopus".
- ^ Lukac, Rastislav; Plataniotis, Konstantinos N. (2006-10-20). Color Image Processing: Methods and Applications (Image Processing Series). ISBN 084939774X.
- ^ Loce, Robert P.; Bala, Raja; Trivedi, Mohan (May 2017). Computer Vision and Imaging in Intelligent Transportation Systems (Wiley - IEEE). ISBN 978-1118971604.