Abhishek Potnis

According to our database, Abhishek Potnis authored at least 23 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Pretraining Billion-Scale Geospatial Foundational Models on Frontier.

Aristeidis Tsaris, Philipe Ambrozio Dias, Abhishek Potnis, Junqi Yin, Feiyi Wang, Dalton D. Lunga

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Towards Interpretable Machine Learning Metrics For Earth Observation Image Analysis.

Ujjwal Verma, Dalton D. Lunga, Abhishek Potnis

Proceedings of the IGARSS 2024, 2024

Introducing SpaceNet 9 - Cross-Modal Satellite Imagery Registration for Natural Disaster Responses.

Ronny Hänsch, Jacob Arndt, Philipe A. Dias, Abhishek Potnis, Dalton D. Lunga, Desiree Petrie, Todd M. Bacastow

Proceedings of the IGARSS 2024, 2024

Towards Diverse and Representative Global Pretraining Datasets for Remote Sensing Foundation Models.

Jacob Arndt, Philipe A. Dias, Abhishek Potnis, Dalton D. Lunga

Proceedings of the IGARSS 2024, 2024

2023

Towards Rapid Response Updates of Populations at Risk.

Marie L. Urban, Jessica Moehl, Philipe A. Dias, Joseph Tuccillo, Andrew Reith, Kelly M. Sims, Sarah Walters, Jacob Arndt, Abhishek Potnis, Dalton D. Lunga

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Towards Geospatial Knowledge Graph Infused Neuro-Symbolic AI for Remote Sensing Scene Understanding.

Abhishek Potnis, Dalton D. Lunga, Alexandre Sorokine, Philipe A. Dias, Lexie Yang, Jacob Arndt, Jordan Bowman, Jason Wohlgemuth

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Scaling Automatic Vector Data Alignment to Satellite Imagery.

Abhishek Potnis, Dalton D. Lunga, Philipe A. Dias, Lexie Yang, Jacob Arndt, Jordan Bowman

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

An Agenda for Multimodal Foundation Models for Earth Observation.

Philipe A. Dias, Abhishek Potnis, Sreelekha Guggilam, Lexie Yang, Aristeidis Tsaris, Henry Medeiros, Dalton D. Lunga

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2021

Semantics-Driven Remote Sensing Scene Understanding Framework for Grounded Spatio-Contextual Scene Descriptions.

Abhishek V. Potnis, Surya S. Durbha, Rajat C. Shinde

ISPRS Int. J. Geo Inf., 2021

Real-Time Embedded HPC Based Earthquake Damage Mapping Using 3D LiDAR Point Clouds.

Pratyush V. Talreja, Surya S. Durbha, Rajat C. Shinde, Abhishek V. Potnis

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Towards Enabling Deep Learning-Based Question-Answering for 3D Lidar Point Clouds.

Rajat C. Shinde, Surya S. Durbha, Abhishek V. Potnis, Pratyush V. Talreja, Gaganpreet Singh

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Towards Visual Exploration Of Semantically Enriched Remote Sensing Scene Knowledge Graphs (RSS-KGs).

Abhishek V. Potnis, Surya S. Durbha, Rajat C. Shinde, Pratyush V. Talreja

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Online Point Cloud Super Resolution using Dictionary Learning for 3D Urban Perception.

Rajat C. Shinde, Abhishek V. Potnis, Surya S. Durbha

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Towards Natural Language Question Answering Over Earth Observation Linked Data Using Attention-Based Neural Machine Translation.

Abhishek V. Potnis, Rajat C. Shinde, Surya S. Durbha

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Compressive Sensing Based Reconstruction and Pixel-Level Classification of Very High-Resolution Disaster Satellite Imagery Using Deep Learning.

Rajat C. Shinde, Abhishek V. Potnis, Surya S. Durbha, Prakash Andugula

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Multi-Class Segmentation of Urban Floods from Multispectral Imagery Using Deep Learning.

Abhishek V. Potnis, Rajat C. Shinde, Surya S. Durbha, Kuldeep R. Kurte

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Semantic Framework for Spatial Query Reformulation for Disaster Monitoring Applications.

Kuldeep R. Kurte, Abhishek V. Potnis, Surya S. Durbha, Rajat C. Shinde

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Rapid Earthquake Damage Detection Using Deep Learning from VHR Remote Sensing Images.

Ujwala Bhangale, Surya S. Durbha, Abhishek Potnis, Rajat C. Shinde

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Semantics-enabled Spatio-Temporal Modeling of Earth Observation Data: An application to Flood Monitoring.

Kuldeep R. Kurte, Abhishek Potnis, Surya S. Durbha

Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Advances on Resilient and Intelligent Cities, 2019

2018

On-Board Biophysical Parameters Estimation Using High Performance Computing.

Pratyush V. Talreja, Surya S. Durbha, Abhishek V. Potnis

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Geospatial Ontological Model for Remote Sensing Scene Semantic Knowledge Mining for the Flood Disaster.

Abhishek V. Potnis, Surya S. Durbha, Kuldeep R. Kurte

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

A spatio-temporal ontological model for flood disaster monitoring.

Kuldeep R. Kurte, Surya S. Durbha, Roger L. King, Nicolas H. Younan, Abhishek V. Potnis

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Exploring Visualization of Geospatial Ontologies using Cesium.

Abhishek Potnis, Surya S. Durbha

Proceedings of the Second International Workshop on Visualization and Interaction for Ontologies and Linked Data co-located with the 15th International Semantic Web Conference, 2016