Personal profile
Education
Ph.D in Image Analysis from Telecom ParisTech, University of Paris, France
M.S (Research) in Signal and Image Processing from IMT Atlantique, University of Rennes, France.
B.Tech in Electronics and Communication Engg from Jaypee University of Information Technology, India.
Experience
2021 - Present: Associate Professor and Head, Department of Electronics and Communication Engg, Manipal Institute of Technology, Bengaluru (On Deputation from Manipal Institute of Technology, Manipal).
2019 - Present: Associate Professor, Department of Electronics and Communication Engg, Manipal Institute of Technology, Manipal.
2018-2019: Assistant Director (Research and Consultancy), Manipal Institute of Technology, Manipal
2014-2019: Assistant Professor, Department of Electronics and Communication Engg, Manipal Institute of Technology, Manipal.
Research Interests
Computer Vision and Machine Learning: Self Supervised Learning, Few-Shot Learning, Semantic Segmentation and Classification of UAV and satellite images and video, and deep learning tailored for earth observation.
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Collaborations and top research areas from the last five years
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Adversarial Robustness of Deep Learning Models for Inland Water Body Segmentation from SAR Images
Kothari, S., Srinivasan, M., Kothari, S., Verma, U. & Sreevalsan-Nair, J., 2026, In: IEEE Access. 14, p. 22882-22905 24 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Laplacian reconstructive network for guided thermal super-resolution
Kasliwal, A., Gakhar, I., Kamani, A., Seth, P. & Verma, U., 12-2026, In: Scientific Reports. 16, 1, 5665.Research output: Contribution to journal › Article › peer-review
Open Access -
2025 IEEE GRSS Data Fusion Contest: All-Weather Land Cover and Building Damage Mapping
Persello, C., Prasad, S., Verma, U., Vivone, G., Chen, H., Xia, J., Song, J., Broni-Bediako, C., Dietrich, O., Schindler, K. & Yokoya, N., 2025, In: IEEE Geoscience and Remote Sensing Magazine. 13, 2, p. 388-392 5 p.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Citation (Scopus) -
Computer Vision for Earth Observation: The Third IEEE GRSS Image Analysis and Data Fusion School
Ullo, S., Vivone, G., Taskin, G., Hansch, R., Verma, U., Lunga, D. & Persello, C., 2025, In: IEEE Geoscience and Remote Sensing Magazine. 13, 2, p. 384-387 4 p.Research output: Contribution to journal › Article › peer-review
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Contextual information based anomaly detection for multi-scene aerial videos
Girisha, S., Verma, U., Pai, M. M. M. & Pai, R. M., 12-2025, In: Scientific Reports. 15, 1, 25805.Research output: Contribution to journal › Article › peer-review
Open Access3 Link opens in a new tab Citations (Scopus)