Vishal Monga
Professor of Electrical Engineering and Computer Science

-
103 Electrical Engineering East
University Park, PA - vum4@psu.edu
- 814-863-1267
Huck Affiliations
Links
Publication Tags
These publication tags are generated from the output of this researcher. Click any tag below to view other Huck researchers working on the same topic.
Sonar Learning Image Classification Deep Learning Synthetic Aperture Sonar Neural Networks Glossaries Deep Neural Networks Image Resolution Synthetic Aperture Radar Image Segmentation Image Processing Segmentation Signal Processing Network Architecture Scattering Sonar Imagery Imaging Techniques Automatic Target Recognition Radar Imagery Convolutional Neural Networks Seafloor Neuropsychological Tests Range ImagingMost 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
Infection diagnosis in hydrocephalus CT images: a domain enriched attention learning approach
Mingzhao Yu, Mallory R. Peterson, Venkateswararao Cherukuri, Christine Hehnly, Edith Mbabazi-Kabachelor, Ronnie Mulondo, Brian Nsubuga Kaaya, James R. Broach, Steven Schiff, Vishal Monga, 2023, Journal of Neural Engineering
Deep Multi-Look Sequence Processing for Synthetic Aperture Sonar Image Segmentation
Isaac D. Gerg, Vishal Monga, 2023, IEEE Transactions on Geoscience and Remote Sensing
Applications of a regularized deep network micro-CT image auto-segmentation approach to morphological data
Vishal Monga, Sharon Kuo, Lily Demars, Amirsaeed Yazdani, Venkateswararao Cherukuri, Yung-Chen Sun, Antony Colombo, Nick Stephens, Timothy Ryan, 2022, AMERICAN JOURNAL OF BIOLOGICAL ANTHROPOLOGY on p. 2
Structural Prior Driven Regularized Deep Learning for Sonar Image Classification
Isaac D. Gerg, Vishal Monga, 2022, IEEE Transactions on Geoscience and Remote Sensing
Enhancing Dynamic Resilience of Networked Microgrids with a High Penetration of Power-Electronic-Interfaced DERs
Hang Jing, Junho Kweon, Yan Li, Vishal Monga, 2022, IEEE PES General Meeting on p. 1-5
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, Vishal Monga, 2022, on p. 815-818
Robust Deep 3D Blood Vessel Segmentation Using Structural Priors
Xuelu Li, Raja Bala, Vishal Monga, 2022, IEEE Transactions on Image Processing on p. 1271-1284
Synthetic Aperture Sonar Image Segmentation Using Adaptive, Learned Beam Steering
Isaac D. Gerg, Vishal Monga, 2022, on p. 983-986
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
SAR automatic target recognition using discriminative graphical models
Umamahesh Srinivas, Vishal Monga, Raghu G. Raj, 2014, IRE Transactions on Aerospace and Navigational Electronics on p. 591-606
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
Adaptive sparse representations for video anomaly detection
Xuan Mo, Vishal Monga, Raja Bala, Zhigang Fan, 2014, IEEE Transactions on Circuits and Systems for Video Technology on p. 631-645
Ghost-free high dynamic range imaging via rank minimization
Chul Lee, Yuelong Li, Vishal Monga, 2014, IEEE Signal Processing Letters on p. 1045-1049
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