Austin Lawson

According to our database, Austin Lawson authored at least 9 papers between 2018 and 2022.

Collaborative distances:

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

2022

A random persistence diagram generator.

Theodore Papamarkou, Farzana Nasrin, Austin Lawson, Na Gong, Orlando Rios, Vasileios Maroulas

Stat. Comput., 2022

Gaussian Persistence Curves.

Yu-Min Chung, Michael Hull, Austin Lawson, Neil Pritchard

CoRR, 2022

Persistence Curves: A canonical framework for summarizing persistence diagrams.

Yu-Min Chung, Austin Lawson

Adv. Comput. Math., 2022

2021

Two-parameter Persistence for Images via Distance Transform.

Chuan-Shen Hu, Austin Lawson, Yu-Min Chung, Kaitlin Keegan

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

A Persistent Homology Approach to Time Series Classification.

Yu-Min Chung, William Cruse, Austin Lawson

CoRR, 2020

A Hybrid Metric based on Persistent Homology and its Application to Signal Classification.

Austin Lawson, Yu-Min Chung, William Cruse

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Smooth Summaries of Persistence Diagrams and Texture Classification.

Yu-Min Chung, Michael Hull, Austin Lawson

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

TopoResNet: A hybrid deep learning architecture and its application to skin lesion classification.

Yu-Min Chung, Chuan-Shen Hu, Austin Lawson, Clifford D. Smyth

CoRR, 2019

2018

Topological approaches to skin disease image analysis.

Yu-Min Chung, Chuan-Shen Hu, Austin Lawson, Clifford D. Smyth

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018