Vishal Monga
Professor of Electrical Engineering and Computer Science
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103 Electrical Engineering East
University Park, PA - vum4@psu.edu
- 814-863-1267
Huck Affiliations
Links
Most Recent Publications
Structural Prior Driven Regularized Deep Learning for Sonar Image Classification
Vishal Monga, Isaac Gerg, IEEE Transactions on Geoscience and Remote Sensing
Classifying Multichannel UWB SAR Imagery via Tensor Sparsity Learning Techniques
Tiep Vu, Lam Nguyen, Vishal Monga, IRE Transactions on Aerospace and Navigational Electronics on p. 14
CLIF-Net: Intersection-guided Cross-view Fusion Network for Infection Detection from Cranial Ultrasound
Mingzhao Yu, Mallory R. Peterson, Kathy Burgoine, Thaddeus Harbaugh, Peter Olupot-Olupot, Melissa Gladstone, Cornelia Hagmann, Frances M. Cowan, Andrew Weeks, Sarah U. Morton, Ronald Mulondo, Edith Mbabazi-Kabachelor, Steven J. Schiff, Vishal Monga, 2025, IEEE Transactions on Medical Imaging
Physically Enriched Product Adaptive Deep Networks for Industrial Metal Detection
Suhrid Das, Ankit Tyagi, Vishal Monga, 2025, IEEE Sensors Journal on p. 20124-20135
Model-Based Learning for MIMO Radar Waveform Design in the Presence of Multiple Targets
Junho Kweon, Fulvio Gini, Maria S. Greco, Muralidhar Rangaswamy, Vishal Monga, 2025, IRE Transactions on Aerospace and Navigational Electronics
GLAPAL-H: Global, Local, And Parts Aware Learner for Hydrocephalus Infection Diagnosis in Low-Field MRI
Srijit Mukherjee, Kelsey Templeton, Starlin Tindimwebwa, Pei Yi Lin, Jason Sutin, Mingzhao Yu, Mallory Peterson, Chip Truwit, Steven Schiff, Vishal Monga, 2025, IRE transactions on medical electronics
Regularized Weighted Descent: Model-Based Learner for Multi-Target Radar Waveform Design
Junho Kweon, Fulvio Gini, Maria S. Greco, Muralidhar Rangaswamy, Vishal Monga, 2025,
Editorial for Special Issue on Emerging Wireless Sensing Technologies for Smart Environments
Yan Chen, Vishal Monga, Chenshu Wu, Mojtaba Soltanalian, Dongheng Zhang, Daqing Zhang, 2024, APSIPA Transactions on Signal and Information Processing
MIMO Radar Beampattern Design via Algorithm Unrolling
Kareem Metwaly, Junho Kweon, Khaled Alhujaili, Fulvio Gini, Maria Sabrina Greco, Muralidhar Rangaswamy, Vishal Monga, 2024, IRE Transactions on Aerospace and Navigational Electronics on p. 9204-9220
Progressive Diffusion Autofocus for Synthetic Aperture Sonar Imagery
Balkan V. Bingol, Isaac D. Gerg, Vishal Monga, 2024, on p. 7244-7248
Most-Cited Papers
NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results
Radu Timofte, Eirikur Agustsson, Luc Van Gool, Ming Hsuan Yang, Lei Zhang, Bee Lim, Sanghyun Son, Heewon Kim, Seungjun Nah, Kyoung Mu Lee, Xintao Wang, Yapeng Tian, Ke Yu, Yulun Zhang, Shixiang Wu, Chao Dong, Liang Lin, Yu Qiao, Chen Change Loy, Woong Bae, Jaejun Yoo, Yoseob Han, Jong Chul Ye, Jae Seok Choi, Munchurl Kim, Yuchen Fan, Jiahui Yu, Wei Han, Ding Liu, Haichao Yu, Zhangyang Wang, Honghui Shi, Xinchao Wang, Thomas S. Huang, Yunjin Chen, Kai Zhang, Wangmeng Zuo, Zhimin Tang, Linkai Luo, Shaohui Li, Min Fu, Lei Cao, Wen Heng, Giang Bui, Truc Le, Ye Duan, Dacheng Tao, Ruxin Wang, Xu Lin, Jianxin Pang, Jinchang Xu, Yu Zhao, Xiangyu Xu, Jinshan Pan, Deqing Sun, Yujin Zhang, Xibin Song, Yuchao Dai, Xueying Qin, Xuan Phung Huynh, Tiantong Guo, Hojjat Seyed Mousavi, Tiep Huu Vu, Vishal Monga, Cristovao Cruz, Karen Egiazarian, Vladimir Katkovnik, Rakesh Mehta, Arnav Kumar Jain, Abhinav Agarwalla, Ch V.Sai Praveen, Ruofan Zhou, Hongdiao Wen, Che Zhu, Zhiqiang Xia, Zhengtao Wang, Qi Guo, 2017, on p. 1110-1121
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing
Vishal Monga, Yuelong Li, Yonina C. Eldar, 2021, IEEE Audio and Electroacoustics Newsletter on p. 18-44
Deep Wavelet Prediction for Image Super-Resolution
Tiantong Guo, Hojjat Seyed Mousavi, Tiep Huu Vu, Vishal Monga, 2017, on p. 1100-1109
Histopathological Image Classification Using Discriminative Feature-Oriented Dictionary Learning
Tiep Huu Vu, Hojjat Seyed Mousavi, Vishal Monga, Ganesh Rao, U. K.Arvind Rao, 2016, IEEE Transactions on Medical Imaging on p. 738-751
Fast low-rank shared dictionary learning for image classification
Tiep Huu Vu, Vishal Monga, 2017, IEEE Transactions on Image Processing on p. 5160-5175
Transmit MIMO Radar Beampattern Design via Optimization on the Complex Circle Manifold
Khaled Alhujaili, Vishal Monga, Muralidhar Rangaswamy, 2019, IRE Transactions on Audio on p. 3561-3575
MIMO Radar Waveform Design in the Presence of Multiple Targets and Practical Constraints
Xianxiang Yu, Khaled Alhujaili, Guolong Cui, Vishal Monga, 2020, IRE Transactions on Audio on p. 1974-1989
Endoscopic Treatment versus Shunting for Infant Hydrocephalus in Uganda
Abhaya V. Kulkarni, Steven J. Schiff, Edith Mbabazi-Kabachelor, John Mugamba, Peter Ssenyonga, Ruth Donnelly, Jody Levenbach, Vishal Monga, Mallory Peterson, Michael MacDonald, Venkateswararao Cherukuri, Benjamin C. Warf, 2017, New England Journal of Medicine on p. 2456-2464
Successive QCQP Refinement for MIMO Radar Waveform Design under Practical Constraints
Omar Aldayel, Vishal Monga, Omar Aldayel, Muralidhar Rangaswamy, 2016, IRE Transactions on Audio on p. 3760-3774
Tractable Transmit MIMO Beampattern Design under a Constant Modulus Constraint
Omar Aldayel, Vishal Monga, Muralidhar Rangaswamy, 2017, IRE Transactions on Audio on p. 2588-2599