Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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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.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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High-Resolution Transcranial Ultrasound Neuromodulation at Large Scale
6/15/22 → 5/31/25
Project: Research project
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Environmental Prior Guided Signal Processing and Learning for Oceanographic Data Sensing and Analysis
8/1/19 → …
Project: Research project
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Domain Enriched Learning for SONAR Image Enhancement and Classification
5/1/19 → …
Project: Research project
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SIGNAL PROCESSING AND LEARNING FOR ROBUST, ADAPTIVE SONAR AUTOMATIC TARGET RECOGNITION (ATR)
4/20/16 → …
Project: Research project
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Hybrid Learning and Model Based Methods for SONAR ATR
U.S. Navy, Office of Naval Research
2/1/18 → 2/1/18
Project: Research project
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Small-signal stability enhancement of islanded microgrids via domain-enriched optimization
Kweon, J., Jing, H., Li, Y. & Monga, V., Jan 1 2024, In: Applied Energy. 353, 122172.Research output: Contribution to journal › Article › peer-review
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Deep Multi-Look Sequence Processing for Synthetic Aperture Sonar Image Segmentation
Gerg, I. D. & Monga, V., 2023, In: IEEE Transactions on Geoscience and Remote Sensing. 61, 4200915.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Infection diagnosis in hydrocephalus CT images: a domain enriched attention learning approach
Yu, M., Peterson, M. R., Cherukuri, V., Hehnly, C., Mbabazi-Kabachelor, E., Mulondo, R., Nsubuga Kaaya, B., Broach, J. R., Schiff, S. J. & Monga, V., Jun 1 2023, In: Journal of neural engineering. 20, 3, 036033.Research output: Contribution to journal › Article › peer-review
Open Access -
TransER: Hybrid Model and Ensemble-based Sequential Learning for Non-homogenous Dehazing
Hoang, T., Zhang, H., Yazdani, A. & Monga, V., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2023. IEEE Computer Society, p. 1670-1679 10 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2023-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
3 Scopus citations -
Domain Enriched Deep Networks for Munition Detection in Underwater 3D Sonar Imagery
Hoang, T., Dalton, K. S., Gerg, I. D., Blanford, T. E., Brown, D. C. & Monga, V., 2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. Institute of Electrical and Electronics Engineers Inc., p. 815-818 4 p. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2022-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations