Heather J. Lynch

According to our database, Heather J. Lynch authored at least 10 papers between 2016 and 2022.

Collaborative distances:

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

2022

SealNet 2.0: Human-Level Fully-Automated Pack-Ice Seal Detection in Very-High-Resolution Satellite Imagery with CNN Model Ensembles.

Bento Collares Gonçalves, Michael Wethington, Heather J. Lynch

Remote. Sens., 2022

2021

Fine-Scale Sea Ice Segmentation for High-Resolution Satellite Imagery with Weakly-Supervised CNNs.

Bento Collares Gonçalves, Heather J. Lynch

Remote. Sens., 2021

Comparing workflow application designs for high resolution satellite image analysis.

Aymen Al-Saadi, Ioannis Paraskevakos, Bento Collares Gonçalves, Heather J. Lynch, Shantenu Jha, Matteo Turilli

Future Gener. Comput. Syst., 2021

Particle Gibbs Sampling for Regime-Switching State-Space Models.

Yousef El-Laham, Liu Yang, Heather J. Lynch, Petar M. Djuric, Mónica F. Bugallo

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

ICEBERG: Imagery Cyber-infrastructure and Extensible Building blocks to Enhance Research in the Geosciences. (A Research Programmer's Perspective).

Bradley D. Spitzbart, Heather J. Lynch, Matteo Turilli, Shantenu Jha

Proceedings of the PEARC '20: Practice and Experience in Advanced Research Computing, 2020

2019

Workflow Design Analysis for High Resolution Satellite Image Analysis.

Ioannis Paraskevakos, Matteo Turilli, Bento Collares Gonçalves, Heather J. Lynch, Shantenu Jha

Proceedings of the 15th International Conference on eScience, 2019

Weakly Labeling the Antarctic: The Penguin Colony Case.

Hieu Le, Bento Collares Gonçalves, Dimitris Samaras, Heather J. Lynch

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Predicting the future is hard and other lessons from a population time series data science competition.

Grant R. W. Humphries, Christian Che-Castaldo, P. J. Bull, Greg Lipstein, Aharon Ravia, B. Carrión, T. Bolton, Ambarish Ganguly, Heather J. Lynch

Ecol. Informatics, 2018

2017

Hacking at the Divide Between Polar Science and HPC: Using Hackathons as Training Tools.

Jane Wyngaard, Heather J. Lynch, Jaroslaw Nabrzyski, Allen Pope, Shantenu Jha

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

2016

An Object-Based Image Analysis Approach for Detecting Penguin Guano in very High Spatial Resolution Satellite Images.

Chandi Witharana, Heather J. Lynch

Remote. Sens., 2016