Heather J. Lynch

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 13

Top Topics

Satellite Imagery

Building Blocks

High Resolution

Top Venues

Future Gener. Comput. Syst.

Publications

Bento Collares Gonçalves, Michael Wethington, Heather J. Lynch
SealNet 2.0: Human-Level Fully-Automated Pack-Ice Seal Detection in Very-High-Resolution Satellite Imagery with CNN Model Ensembles. Remote. Sens. 14 (22) (2022)
Bento Collares Gonçalves, Heather J. Lynch
Fine-Scale Sea Ice Segmentation for High-Resolution Satellite Imagery with Weakly-Supervised CNNs. Remote. Sens. 13 (18) (2021)
Yousef El-Laham, Liu Yang, Heather J. Lynch, Petar M. Djuric, Mónica F. Bugallo
Particle Gibbs Sampling for Regime-Switching State-Space Models. ICASSP (2021)
Aymen Al-Saadi, Ioannis Paraskevakos, Bento Collares Gonçalves, Heather J. Lynch, Shantenu Jha, Matteo Turilli
Comparing workflow application designs for high resolution satellite image analysis. Future Gener. Comput. Syst. 124 (2021)
Aymen Al-Saadi, Ioannis Paraskevakos, Bento Collares Gonçalves, Heather J. Lynch, Shantenu Jha, Matteo Turilli
Comparing Workflow Application Designs for High Resolution Satellite Image Analysis. CoRR (2020)
Bradley D. Spitzbart, Heather J. Lynch, Matteo Turilli, Shantenu Jha
ICEBERG: Imagery Cyber-infrastructure and Extensible Building blocks to Enhance Research in the Geosciences. (A Research Programmer's Perspective). PEARC (2020)
Ioannis Paraskevakos, Matteo Turilli, Bento Collares Gonçalves, Heather J. Lynch, Shantenu Jha
Workflow Design Analysis for High Resolution Satellite Image Analysis. eScience (2019)
Hieu M. Le, Bento Collares Gonçalves, Dimitris Samaras, Heather J. Lynch
Weakly Labeling the Antarctic: The Penguin Colony Case. CVPR Workshops (2019)
Hieu M. Le, Bento Collares Gonçalves, Dimitris Samaras, Heather J. Lynch
Weakly Labeling the Antarctic: The Penguin Colony Case. CoRR (2019)
Ioannis Paraskevakos, Matteo Turilli, Bento Collares Gonçalves, Heather J. Lynch, Shantenu Jha
Workflow Design Analysis for High Resolution Satellite Image Analysis. CoRR (2019)
Grant R. W. Humphries, Christian Che-Castaldo, P. J. Bull, Greg Lipstein, Aharon Ravia, B. Carrión, T. Bolton, Ambarish Ganguly, Heather J. Lynch
Predicting the future is hard and other lessons from a population time series data science competition. Ecol. Informatics 48 (2018)
Jane Wyngaard, Heather J. Lynch, Jaroslaw Nabrzyski, Allen Pope, Shantenu Jha
Hacking at the Divide Between Polar Science and HPC: Using Hackathons as Training Tools. IPDPS Workshops (2017)
Chandi Witharana, Heather J. Lynch
An Object-Based Image Analysis Approach for Detecting Penguin Guano in very High Spatial Resolution Satellite Images. Remote. Sens. 8 (5) (2016)