Yu-Min Chung

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

Mathematical Morphology

Topological Features

Persistent Homology

Top Venues

Biomed. Signal Process. Control.

Publications

Yu-Min Chung, Whitney K. Huang, Hau-Tieng Wu
Topological data analysis assisted automated sleep stage scoring using airflow signals. Biomed. Signal Process. Control. 89 (2024)
Whitney K. Huang, Yu-Min Chung, Yu-Bo Wang, Jeff E. Mandel, Hau-Tieng Wu
Airflow recovery from thoracic and abdominal movements using synchrosqueezing transform and locally stationary Gaussian process regression. Comput. Stat. Data Anal. 174 (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, Yu-Min Chung
A Sheaf and Topology Approach to Detecting Local Merging Relations in Digital Images. CVPR Workshops (2021)
Yu-Min Chung, Sarah Day, Chuan-Shen Hu
A Multi-parameter Persistence Framework for Mathematical Morphology. CoRR (2021)
Chuan-Shen Hu, Austin Lawson, Yu-Min Chung, Kaitlin Keegan
Two-parameter Persistence for Images via Distance Transform. ICCVW (2021)
Victoria Belotti, Matthew Jester, Kaitlin Keegan, Yu-Min Chung, Sarah Day
Topological Estimation of 2D Image Data via Subsampling and Application to Firn. IEEE Access 9 (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)
Chuan-Shen Hu, Yu-Min Chung
On the Conditions of Absorption Property for Morphological Opening and Closing. CoRR (2020)
Austin Lawson, Yu-Min Chung, William Cruse
A Hybrid Metric based on Persistent Homology and its Application to Signal Classification. ICPR (2020)
Chuan-Shen Hu, Yu-Min Chung
A Sheaf and Topology Approach to Generating Local Branch Numbers in Digital Images. CoRR (2020)
Whitney K. Huang, Yu-Min Chung, Yu-Bo Wang, Jeff E. Mandel, Hau-Tieng Wu
Airflow recovery from thoracic and abdominal movements using Synchrosqueezing Transform and Locally Stationary Gaussian Process Regression. CoRR (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, Yu-Lun Lo, Hau-Tieng Wu
A persistent homology approach to heart rate variability analysis with an application to sleep-wake classification. CoRR (2019)
Yu-Min Chung, Sarah Day
Topological Fidelity and Image Thresholding: A Persistent Homology Approach. J. Math. Imaging Vis. 60 (7) (2018)
Yu-Min Chung, Chuan-Shen Hu, Austin Lawson, Clifford Smyth
Topological approaches to skin disease image analysis. IEEE BigData (2018)