Raju Vatsavai
Professor
Forecasting Landscape and Environmental Change, Big Data Analytics and High Performance Computing
Computer Science
Bio
Raju develops geospatial analytics to address research challenges in national security, geospatial intelligence, natural resources, climate change, location-based services and human terrain mapping. His interests include developing innovative and computationally efficient algorithms, high-performance computing and artificial intelligence.
Publications
- Geospatial Foundation Models: Recent Advances and Applications , PROCEEDINGS OF THE 12TH ACM SIGSPATIAL INTERNATIONAL WORKSHOP ON ANALYTICS FOR BIG GEOSPATIAL DATA, BIGSPATIAL 2024 (2024)
- Multi-spectral Gradient Residual Network for Haze Removal in Multi-sensor Remote Sensing Imagery , MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES-APPLIED DATA SCIENCE TRACK, PT X, ECML PKDD 2024 (2024)
- Cloud Imputation for Multi-sensor Remote Sensing Imagery with Style Transfer , MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES: APPLIED DATA SCIENCE AND DEMO TRACK, ECML PKDD 2023, PT VII (2023)
- Context Retrieval via Normalized Contextual Latent Interaction for Conversational Agent , 2023 23RD IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS, ICDMW 2023 (2023)
- Harmonization-guided deep residual network for imputing under clouds with multi-sensor satellite imagery , PROCEEDINGS OF 2023 18TH INTERNATIONAL SYMPOSIUM ON SPATIAL AND TEMPORAL DATA, SSTD 2023 (2023)
- NOVEL DEEP LEARNING FRAMEWORK FOR IMPUTING HOLES IN ORTHORECTIFIED VHR IMAGES , IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (2023)
- Persona-Coded Poly-Encoder: Persona-Guided Multi-Stream Conversational Sentence Scoring , 2023 IEEE 35TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE, ICTAI (2023)
- Q-learning Based Simulation Tool for Studying Effectiveness of Dynamic Application of Fertilizer on Crop Productivity , (2023)
- Remote Sensing Based Crop Type Classification Via Deep Transfer Learning , IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2023)
- A Survey of Single-Scene Video Anomaly Detection , IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2020)