Vishal Monga

    • 2213 Citations
    • 24 h-Index
    20032020
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    Fingerprint Dive into the research topics where Vishal Monga is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

    • 1 Similar Profiles
    Color Engineering & Materials Science
    Glossaries Engineering & Materials Science
    Radar Engineering & Materials Science
    Automatic target recognition Engineering & Materials Science
    Image classification Engineering & Materials Science
    Space time adaptive processing Engineering & Materials Science
    color Physics & Astronomy
    Covariance matrix Engineering & Materials Science

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    Research Output 2003 2020

    Deep MR Brain Image Super-Resolution Using Spatio-Structural Priors

    Cherukuri, V., Guo, T., Schiff, S. J. & Monga, V., Jan 1 2020, In : IEEE Transactions on Image Processing. 29, p. 1368-1383 16 p., 8848868.

    Research output: Contribution to journalArticle

    Magnetic resonance
    Brain
    Network architecture
    Feedback
    Image enhancement

    Adaptive Transform Domain Image Super-Resolution via Orthogonally Regularized Deep Networks

    Guo, T., Mousavi, H. S. & Monga, V., Sep 2019, In : IEEE Transactions on Image Processing. 28, 9, p. 4685-4700 16 p., 8704993.

    Research output: Contribution to journalArticle

    Discrete cosine transforms
    Mathematical transformations
    Optical resolving power
    Image resolution
    Neural networks

    Ambiguity function shaping via quartic descent on the complex circle manifold

    Alhujaili, K., Monga, V. & Rangaswamy, M., Apr 2019, 2019 IEEE Radar Conference, RadarConf 2019. Institute of Electrical and Electronics Engineers Inc., 8835538. (2019 IEEE Radar Conference, RadarConf 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    descent
    ambiguity
    Cost functions
    Radar
    costs

    An Algorithm Unrolling Approach to Deep Image Deblurring

    Li, Y., Tofighi, M., Monga, V. & Eldar, Y. C., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 7675-7679 5 p. 8682542. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Neural networks
    Network architecture
    Iterative methods

    Convex optimization for adaptive radar

    Monga, V. & Rangaswamy, M., Apr 2019, 2019 IEEE Radar Conference, RadarConf 2019. Institute of Electrical and Electronics Engineers Inc., 8835834. (2019 IEEE Radar Conference, RadarConf 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Convex optimization
    radar
    Radar
    optimization