Personal profile
Research interests
Computer vision, Deep learning, Pattern recognition
Experience
5 years 9 months
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Dive into the research topics where Savitha G 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
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A comparative study of loss functions and attention mechanisms in landslide semantic segmentation using U-Net
Hegde, V. B., Girisha, S., Shetty, D. K., Sughosh, P., Maddodi, B. S., Savitha, G. & Balakrishnan, J. M., 12-2026, In: Scientific Reports. 16, 1, 2102.Research output: Contribution to journal › Article › peer-review
Open Access -
Consistency Regularization for Semi-Supervised Semantic Segmentation of Flood Regions from SAR Images
Savitha, G., Girisha, S., Sughosh, P., Shetty, D. K., Balakrishnan, J. M., Paul, R. & Naik, N., 2025, (Accepted/In press) In: IEEE Access. 13, p. 9642-9653 12 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Link opens in a new tab Citations (Scopus) -
Enhanced Residual U-Net with Attention for Optic Disc and Cup Segmentation in Fundus Images
Kamath, R. V., Kedari, B., Girisha, S., Savitha, G. & Shreesha, S., 2025, Computation of Artificial Intelligence and Machine Learning - 1st International Conference, ICCAIML 2024, Proceedings. Bairwa, A. K., Tiwari, V., Vishwakarma, S. K., Tuba, M. & Ganokratanaa, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 272-280 9 p. (Communications in Computer and Information Science; vol. 2185 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Flood extent mapping in SAR images using semi-supervised approach
S, G., G, S. & P, S., 06-2025, In: Results in Engineering. 26, 105304.Research output: Contribution to journal › Article › peer-review
Open Access2 Link opens in a new tab Citations (Scopus) -
Image To Text Description Platform For Yakshagana Images By Detecting Crown Using CNN
Kiranraj, M., Murthy, A., Manish, Prathwini, P., Savitha, G. & Harshitha, G. M., 2025, 2025 International Conference on Artificial Intelligence and Data Engineering, AIDE 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 589-594 6 p. (2025 International Conference on Artificial Intelligence and Data Engineering, AIDE 2025 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Link opens in a new tab Citation (Scopus)