Pratyush Talreja

About

I am a Ph.D. candidate at the Indian Institute of Technology Bombay. I work in the domain of extreme events monitoring using Deep Learning.

Employment

• Indian Institute of Technology Bombay

Education

• Indian Institute of Technology Bombay Ph.D.
  2021 - Present

Projects & Funding

Projects & funding information is unavailable.

Publications (9)

• SpADANet: A Spatially Aware Domain Adaptation Network for Hurricane Damage Assessment
  IEEE Geoscience and Remote Sensing Letters 2025 DOI: 10.1109/LGRS.2025.3601507
  +Save
• Data-Driven Transform Based Adaptive Compressive Sensing Framework for 3D Reconstruction of Forests
  2023 DOI: 10.1007/978-3-031-37742-6_10
  +Save
• Real-Time Embedded HPC Based Earthquake Damage Mapping Using 3D LiDAR Point Clouds
  2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS 2021 DOI: 10.1109/igarss47720.2021.9554481
  +Save
• Towards Enabling Deep Learning-Based Question-Answering for 3D Lidar Point Clouds
  2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS 2021 DOI: 10.1109/igarss47720.2021.9553785
  +Save
• Towards Visual Exploration Of Semantically Enriched Remote Sensing Scene Knowledge Graphs (RSS-KGs)
  2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS 2021 DOI: 10.1109/igarss47720.2021.9554836
  +Save
• On-Board Biophysical Parameters Estimation Using High Performance Computing
  IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium 2018 DOI: 10.1109/igarss.2018.8518403
  +Save
• Geosemantic Standards-Driven Intelligent Information Retrieval Framework for 3D LiDAR Point Clouds
  +Save
• Geospatial Knowledge Graph Construction Workflow for Semantics-Enabled Remote Sensing Scene Understanding
  +Save
• High-Performance Computing for Processing Big Geospatial Disaster Data
  +Save