Barbara J. Thompson

According to our database, Barbara J. Thompson authored at least 10 papers between 2001 and 2025.

Collaborative distances:

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

2025

Spectral and Spatial Graph Learning for Multispectral Solar Image Compression.

Prasiddha Siwakoti, Atefeh Khoshkhahtinat, Piyush M. Mehta, Barbara J. Thompson, Michael S. F. Kirk, Daniel Da Silva

Proceedings of the International Conference on Machine Learning and Applications, 2025

2024

Neural-Based Video Compression on Solar Dynamics Observatory Images.

Atefeh Khoshkhahtinat, Ali Zafari, Piyush M. Mehta, Nasser M. Nasrabadi, Barbara J. Thompson, Michael S. F. Kirk, Daniel Da Silva

IEEE Trans. Aerosp. Electron. Syst., October, 2024

Neural-Based Compression Scheme for Solar Image Data.

Ali Zafari, Atefeh Khoshkhahtinat, Jeremy A. Grajeda, Piyush M. Mehta, Nasser M. Nasrabadi, Laura E. Boucheron, Barbara J. Thompson, Michael S. F. Kirk, Daniel Da Silva

IEEE Trans. Aerosp. Electron. Syst., February, 2024

2023

Multi-Spectral Entropy Constrained Neural Compression of Solar Imagery.

Ali Zafari, Atefeh Khoshkhahtinat, Piyush M. Mehta, Nasser M. Nasrabadi, Barbara J. Thompson, Michael S. F. Kirk, Daniel Da Silva

Proceedings of the International Conference on Machine Learning and Applications, 2023

Context-Aware Neural Video Compression on Solar Dynamics Observatory.

Atefeh Khoshkhahtinat, Ali Zafari, Piyush M. Mehta, Nasser M. Nasrabadi, Barbara J. Thompson, Michael S. F. Kirk, Daniel Da Silva

Proceedings of the International Conference on Machine Learning and Applications, 2023

2022

Deep Learning for Space Weather Prediction: Bridging the Gap between Heliophysics Data and Theory.

John C. Dorelli, Christopher M. Bard, Thomas Y. Chen, Daniel da Silva, Luiz Fernando Guides dos Santos, Jack Ireland, Michael Kirk, Ryan McGranaghan, Ayris Narock, Teresa Nieves-Chinchilla, Marilia Samara, Menelaos Sarantos, Pete Schuck, Barbara J. Thompson

CoRR, 2022

Heliophysics Discovery Tools for the 21st Century: Data Science and Machine Learning Structures and Recommendations for 2020-2050.

Ryan M. McGranaghan, Barbara J. Thompson, Enrico Camporeale, J. Bortnik, Monica G. Bobra, G. Lapenta, S. Wing, Bala Poduval, S. Lotz, S. Murray, Michael S. F. Kirk, T. Y. Chen, H. M. Bain, P. Riley, B. Tremblay, M. Cheung, Véronique Delouille

CoRR, 2022

Attention-Based Generative Neural Image Compression on Solar Dynamics Observatory.

Ali Zafari, Atefeh Khoshkhahtinat, Piyush M. Mehta, Nasser M. Nasrabadi, Barbara J. Thompson, Daniel Da Silva, Michael S. F. Kirk

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2009

The International Heliophysical Year.

Joseph M. Davila, Barbara J. Thompson, Nat Gopalswamy

Data Sci. J., 2009

2001

Solarspire: querying temporal solar imagery by content.

Matthew L. Hill, Vittorio Castelli, Chung-Sheng Li, Yuan-Chi Chang, Lawrence D. Bergman, John R. Smith, Barbara J. Thompson

Proceedings of the 2001 International Conference on Image Processing, 2001