Vishal Monga

Vishal Monga

Penn State University

H-index: 44

North America-United States

About Vishal Monga

Vishal Monga, With an exceptional h-index of 44 and a recent h-index of 33 (since 2020), a distinguished researcher at Penn State University, specializes in the field of signal and information processing, computational imaging, radar signal processing, medical imaging, computer vision.

His recent articles reflect a diverse array of research interests and contributions to the field:

Fast and Physically Enriched Deep Network for Joint Low-Light Enhancement and Image Deblurring

Deep, convergent, unrolled half-quadratic splitting for image deconvolution

Small-signal stability enhancement of islanded microgrids via domain-enriched optimization

Deep Adaptive Phase Learning: Enhancing Synthetic Aperture Sonar Imagery Through Learned Coherent Autofocus

Deep multi-look sequence processing for synthetic aperture sonar image segmentation

Resonant Scattering Inspired Deep Networks for Munition Detection in 3D Sonar Imagery

NTIRE 2023 HR nonhomogeneous dehazing challenge report

A convergent neural network for non-blind image deblurring

Vishal Monga Information

University

Position

Professor of EECS

Citations(all)

9717

Citations(since 2020)

6339

Cited By

5580

hIndex(all)

44

hIndex(since 2020)

33

i10Index(all)

128

i10Index(since 2020)

87

Email

University Profile Page

Penn State University

Google Scholar

View Google Scholar Profile

Vishal Monga Skills & Research Interests

signal and information processing

computational imaging

radar signal processing

medical imaging

computer vision

Top articles of Vishal Monga

Title

Journal

Author(s)

Publication Date

Fast and Physically Enriched Deep Network for Joint Low-Light Enhancement and Image Deblurring

Trung Hoang

Jon McElvain

Vishal Monga

2024/4/14

Deep, convergent, unrolled half-quadratic splitting for image deconvolution

arXiv preprint arXiv:2402.12872

Yanan Zhao

Yuelong Li

Haichuan Zhang

Vishal Monga

Yonina C Eldar

2024/2/20

Small-signal stability enhancement of islanded microgrids via domain-enriched optimization

Applied Energy

Junho Kweon

Hang Jing

Yan Li

Vishal Monga

2024/1/1

Deep Adaptive Phase Learning: Enhancing Synthetic Aperture Sonar Imagery Through Learned Coherent Autofocus

Preprint, under review

Isaac D Gerg

Daniel A Cook

Vishal Monga

2023

Deep multi-look sequence processing for synthetic aperture sonar image segmentation

IEEE Transactions on Geoscience and Remote Sensing

Isaac D Gerg

Vishal Monga

2023/1/6

Resonant Scattering Inspired Deep Networks for Munition Detection in 3D Sonar Imagery

IEEE Transactions on Geoscience and Remote Sensing

Trung Hoang

Kyle S Dalton

Isaac D Gerg

Thomas E Blanford

Daniel C Brown

...

2023/10/12

NTIRE 2023 HR nonhomogeneous dehazing challenge report

Codruta O Ancuti

Cosmin Ancuti

Florin-Alexandru Vasluianu

Radu Timofte

Han Zhou

...

2023

A convergent neural network for non-blind image deblurring

Yanan Zhao

Yuelong Li

Haichuan Zhang

Vishal Monga

Yonina C Eldar

2023/10/8

Transer: Hybrid model and ensemble-based sequential learning for non-homogenous dehazing

Trung Hoang

Haichuan Zhang

Amirsaeed Yazdani

Vishal Monga

2023

Maturity-Aware Active Learning for Semantic Segmentation with Hierarchically-Adaptive Sample Assessment

arXiv preprint arXiv:2308.14904

Amirsaeed Yazdani

Xuelu Li

Vishal Monga

2023/8/28

Lens-to-lens bokeh effect transformation. NTIRE 2023 challenge report

Marcos V Conde

Manuel Kolmet

Tim Seizinger

Tom E Bishop

Radu Timofte

...

2023

Infection diagnosis in hydrocephalus CT images: a domain enriched attention learning approach

Journal of neural engineering

Mingzhao Yu

Mallory R Peterson

Venkateswararao Cherukuri

Christine Hehnly

Edith Mbabazi-Kabachelor

...

2023/6/16

Deep Learning for Radar Waveform Design: Retrospectives and the Road Ahead

Bosung Kang

Junho Kweon

Muralidhar Rangaswamy

Vishal Monga

2023/11/6

Interpretable, unrolled deep radar beampattern design

Kareem Metwaly

Junho Kweon

Khaled Alhujaili

Maria Greco

Fulvio Gini

...

2023/6/4

Brain Attention Regularized Networks: Infection Diagnosis in Hydrocephalus CT Images

Authorea Preprints

Mingzhao Yu

Mallory Peterson

Venkateswararao Cherukuri

Christine Hehnly

Edith Mbabazi-Kabachelor

...

2023/10/31

Iterative, deep synthetic aperture sonar image segmentation

IEEE Transactions on Geoscience and Remote Sensing

Yung-Chen Sun

Isaac D Gerg

Vishal Monga

2022/3/30

Enhancing dynamic resilience of networked microgrids with a high penetration of power-electronic-interfaced ders

V Monga H Jing

J Kweon

Y Li

2022

Surface defect detection and evaluation for marine vessels using multi-stage deep learning

arXiv preprint arXiv:2203.09580

Li Yu

Kareem Metwaly

James Z Wang

Vishal Monga

2022/3/17

Domain enriched deep networks for munition detection in underwater 3D sonar imagery

Trung Hoang

Kyle S Dalton

Isaac D Gerg

Thomas E Blanford

Daniel C Brown

...

2022/7/17

Robust deep 3d blood vessel segmentation using structural priors

IEEE Transactions on Image Processing

Xuelu Li

Raja Bala

Vishal Monga

2022/1/6

See List of Professors in Vishal Monga University(Penn State University)

Co-Authors

H-index: 109
Yonina Eldar

Yonina Eldar

Weizmann Institute of Science

H-index: 64
Arvind Rao

Arvind Rao

University of Michigan

H-index: 60
Nasser M Nasrabadi

Nasser M Nasrabadi

West Virginia University

H-index: 54
Trac D. Tran

Trac D. Tran

Johns Hopkins University

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