Austin Lawson

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 10

Top Topics

Delaunay Triangulations

Distance Transform

Top Venues

Publications

Theodore Papamarkou, Farzana Nasrin, Austin Lawson, Na Gong, Orlando Rios, Vasileios Maroulas
A random persistence diagram generator. Stat. Comput. 32 (1) (2022)
Yu-Min Chung, Michael Hull, Austin Lawson, Neil Pritchard
Gaussian Persistence Curves. CoRR (2022)
Yu-Min Chung, Austin Lawson
Persistence Curves: A canonical framework for summarizing persistence diagrams. Adv. Comput. Math. 48 (1) (2022)
Chuan-Shen Hu, Austin Lawson, Yu-Min Chung, Kaitlin Keegan
Two-parameter Persistence for Images via Distance Transform. ICCVW (2021)
Yu-Min Chung, William Cruse, Austin Lawson
A Persistent Homology Approach to Time Series Classification. CoRR (2020)
Yu-Min Chung, Michael Hull, Austin Lawson
Smooth Summaries of Persistence Diagrams and Texture Classification. CVPR Workshops (2020)
Austin Lawson, Yu-Min Chung, William Cruse
A Hybrid Metric based on Persistent Homology and its Application to Signal Classification. ICPR (2020)
Yu-Min Chung, Austin Lawson
Persistence Curves: A canonical framework for summarizing persistence diagrams. CoRR (2019)
Yu-Min Chung, Chuan-Shen Hu, Austin Lawson, Clifford Smyth
TopoResNet: A hybrid deep learning architecture and its application to skin lesion classification. CoRR (2019)
Yu-Min Chung, Chuan-Shen Hu, Austin Lawson, Clifford Smyth
Topological approaches to skin disease image analysis. IEEE BigData (2018)