Austin Lawson

ScholarGPS® ID: 81600022814236

Affiliation

University of North Carolina at Greensboro, Greensboro, United States

Affiliation History

Field

Physical Sciences and Mathematics

Discipline

Mathematics

Top Specialties

Computer Vision

Metrics Summary

Publication Count

Predicted Citations

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

Add Delete
Persistence Curves: A canonical framework for summarizing persistence diagrams (journal article) Chung, Yu-Min \| Lawson, Austin Advances in Computational Mathematics, volume 48, issue 1 (2022). 10.1007/s10444-021-09893-4 Cited by (18) \| Cite \| Source
A density-based approach to feature detection in persistence diagrams for firn data (journal article) Lawson, Austin \| Hoffman, Tyler \| Chung, Yu-Min \| Keegan, Kaitlin \| Day, Sarah Foundations of Data Science, volume 4, issue 4, pages 623-639 (2022). 10.3934/fods.2021012 Cited by (2) \| Cite \| Source
An exploration of Nathanson’s g-adic representations of integers (journal article) Bell, Greg \| Lawson, Austin \| Pritchard, C. Neil \| Yasaki, Dan Involve, a Journal of Mathematics, volume 15, issue 5, pages 727-738 (2022). 10.2140/involve.2022.15.727 Cited by (1) \| Cite \| Source
TopoResNet: A Hybrid Deep Learning Architecture and Its Application to Skin Lesion Classification (journal article) Hu, Chuan-Shen \| Lawson, Austin \| Chen, Jung-Sheng \| Chung, Yu-Min \| Smyth, Clifford \| Yang, Shih-Min Mathematics, volume 9, issue 22, pages 2924- (2021). 10.3390/math9222924 Cited by (6) \| Cite \| Source
Two-parameter Persistence for Images via Distance Transform (conference) Hu, Chuan-Shen \| Lawson, Austin \| Chung, Yu-Min \| Keegan, Kaitlin 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (2021) Montreal, BC, Canada 10.1109/ICCVW54120.2021.00464 Cited by (3) \| Cite \| Source
A Hybrid Metric based on Persistent Homology and its Application to Signal Classification (conference) Lawson, Austin \| Chung, Yu-Min \| Cruse, William 2020 25th International Conference on Pattern Recognition (ICPR) (2021) Milan, Italy 10.1109/ICPR48806.2021.9412768 Cited by (2) \| Cite \| Source
Smooth Summaries of Persistence Diagrams and Texture Classification (conference) Chung, Yu-Min \| Hull, Michael \| Lawson, Austin 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (2020) Seattle, WA, USA 10.1109/CVPRW50498.2020.00428 Cited by (6) \| Cite \| Source
Coarse free products (journal article) Bell, G. \| Lawson, A. Topology and its Applications, volume 275 (2020). 10.1016/j.topol.2020.107150 Cite \| Source
Topological approaches to skin disease image analysis (conference) Chung, Yu-Min \| Hu, Chuan-Shen \| Lawson, Austin \| Smyth, Clifford 2018 IEEE International Conference on Big Data (Big Data) (2018) Seattle, WA, USA 10.1109/BigData.2018.8622175 Cited by (12) \| Cite \| Source