Activity Log

[2026/08] Jaya Sreevalsan-Nair was the Chief Guest at the IEEE GRSS-WIE joint event GeoShakthi 2026 at the University of Visvesvaraya College of Engineering (UVCE), Bengaluru, August 22, 2026. She delivered the Chief Guest address and an invited talk on "GeoAI Foundation Models and Applications." 

[2026/08] Gathik Jindal and Jayant Sharma presented our work at ETTAC 2026 in ICPR. G. Jindal, J. Sharma, B. Gnanaraj, and J. Sreevalsan-Nair, “SeeIntent: A Real-Time Multimodal Intent Recognition System in XR Using Spatio-Temporal LLM,” in Proceedings of the 2nd Workshop on Eye Tracking Techniques, Applications and Challenges (ETTAC 2026)

[2026/08] Ashwini Takalikar and Gaurav Bhatt have joined the lab.

[2026/07] Ancy Thomas presented our work at MIGARS 2026 and received the Best Presentation Award.  A. Thomas and J. Sreevalsan-Nair, “Modality Sensitivity Analysis for Local Climate Zone Classification Using Hybrid Fusion Models,” in Proceedings of the Fourth International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing (MIGARS 2026).

[2026/07] Aswathi Mundayatt presented our work at SPACE 2026. A. Kudupu, A. Priyadarshi, A. Mundayatt, J. Sreevalsan-Nair, A. Verma, and A. Bhattacharya, “Improved Coastline Extraction from SAR Images with Classification-Segmentation Using a CNN-U-Net Two-Stage Architecture,” in Proceedings of the 2026 IEEE SPace, Aerospace and defencCE Conference (SPACE 2026)

[2026/07] Prince Butani has graduated with an MS by Research. Congratulations!

[2026/05] Krishakumar N presented our work at GISTAM 2026. K. N, A. Kulkarni, and J. Sreevalsan-Nair, “HybriDTVis: 3D Building-Road Reconstruction and Visualization of Hybrid Primitives of City-scale LiDAR Point Clouds for Digital Twins,” in Proceedings of the 12th International Conference on Geographical Information Systems Theory, Applications and Management (GISTAM 2026)

[2026/05] Jovisha Curlie has joined the lab as a student intern.

[2026/03] Journal paper publication for Krishnakumar N and Jaya - K. N, J. Sreevalsan-Nair, and P. Goswami, “Road and Building Reconstruction from 3D LiDAR Point Clouds: A Scoping Review,” Archives of Computational Methods in Engineering, p. 36, 2026.

[2026/03] Journal paper publication for Aswathi Mundayatt and Jaya - B. B. Desai, Y. A. Rajapur, A. Mundayatt, and J. Sreevalsan-Nair, “CityAQVis: Integrated ML-Visualization Sandbox Tool for Pollutant Estimation in Urban Regions Using Multi-Source Data (Software Article),” Earth Science Informatics, vol. 19, no. 36, pp. 1–20, 2026

[2026/02] Journal paper publication - S. Kothari, S. M, S. Kothari, U. Verma, and J. Sreevalsan-Nair, “Adversarial Robustness of Deep Learning Models for Inland Water Body Segmentation from SAR Images,” IEEE Access, vol. 14, pp. 22 882–22 905, 2026

[2025/12] Siddharth Kothari and Sankalp Kothari presented our work at IKDD CODS 2025 AI for Sciences Track. Kothari, M Srinivasan, S. Kothari, U. Verma, and J. Sreevalsan-Nair, Adversarial Robustness of U-Net for Inland Water Body Segmentation from SAR Images

[2025/12] Beryl Gnanaraj presented her doctoral colloquium at PReMI 2025. B. Gnanaraj and J. Sreevalsan-Nair, Cognitive Load Estimation and Analysis Using Eye Tracking in Mental Health Care Application

[2025/12] Jaya Sreevalsan-Nair presented our work at InGARSS 2025. Y. W. Chit and J. Sreevalsan-Nair, “Hybrid Deep Learning for Semantic Segmentation of High Resolution Aerial Imagery of Post-Flood Scenes,” in Proceedings of the 2025 IEEE India Geoscience and Remote Sensing Symposium (InGARSS 2025)

[2025/11] Jaya Sreevalsan-Nair presented our work at ICRM 2025. K. K. Htay and J. Sreevalsan-Nair, “Attention- and Uncertainty-based Enhancements to U-Net Model for Semantic Segmentation of Aerial Imagery for Land Cover Classification,” in Proceedings of the IEEE International Conference on Robotics and Mechatronics (ICRM 2025)