Yu-Min Chung

19 papers B 1Journal 14Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
Topological data analysis assisted automated sleep stage scoring using airflow signals.
Biomed. Signal Process. Control.
Yu-Min Chung, Whitney K. Huang, Hau-Tieng Wu
2022 J jnl
Airflow recovery from thoracic and abdominal movements using synchrosqueezing transform and locally stationary Gaussian process regression.
Comput. Stat. Data Anal.
Whitney K. Huang, Yu-Min Chung, Yu-Bo Wang, Jeff E. Mandel, Hau-Tieng Wu
2022 J jnl
Gaussian Persistence Curves.
CoRR
Yu-Min Chung, Michael Hull, Austin Lawson, Neil Pritchard
2022 J jnl
Persistence Curves: A canonical framework for summarizing persistence diagrams.
Adv. Comput. Math.
Yu-Min Chung, Austin Lawson
2021 J jnl
A Multi-parameter Persistence Framework for Mathematical Morphology.
CoRR
Yu-Min Chung, Sarah Day, Chuan-Shen Hu
2021 — conf
A Sheaf and Topology Approach to Detecting Local Merging Relations in Digital Images.
CVPR Workshops
Chuan-Shen Hu, Yu-Min Chung
2021 J jnl
Topological Estimation of 2D Image Data via Subsampling and Application to Firn.
IEEE Access
Victoria Belotti, Matthew Jester, Kaitlin Keegan, Yu-Min Chung, Sarah Day
2021 — conf
Two-parameter Persistence for Images via Distance Transform.
ICCVW
Chuan-Shen Hu, Austin Lawson, Yu-Min Chung, Kaitlin Keegan
2020 B conf
A Hybrid Metric based on Persistent Homology and its Application to Signal Classification.
ICPR
Austin Lawson, Yu-Min Chung, William Cruse
2020 J jnl
A Persistent Homology Approach to Time Series Classification.
CoRR
Yu-Min Chung, William Cruse, Austin Lawson
2020 J jnl
A Sheaf and Topology Approach to Generating Local Branch Numbers in Digital Images.
CoRR
Chuan-Shen Hu, Yu-Min Chung
2020 J jnl
Airflow recovery from thoracic and abdominal movements using Synchrosqueezing Transform and Locally Stationary Gaussian Process Regression.
CoRR
Whitney K. Huang, Yu-Min Chung, Yu-Bo Wang, Jeff E. Mandel, Hau-Tieng Wu
2020 J jnl
On the Conditions of Absorption Property for Morphological Opening and Closing.
CoRR
Chuan-Shen Hu, Yu-Min Chung
2020 — conf
Smooth Summaries of Persistence Diagrams and Texture Classification.
CVPR Workshops
Yu-Min Chung, Michael Hull, Austin Lawson
2019 J jnl
A persistent homology approach to heart rate variability analysis with an application to sleep-wake classification.
CoRR
Yu-Min Chung, Chuan-Shen Hu, Yu-Lun Lo, Hau-Tieng Wu
2019 J jnl
Persistence Curves: A canonical framework for summarizing persistence diagrams.
CoRR
Yu-Min Chung, Austin Lawson
2019 J jnl
TopoResNet: A hybrid deep learning architecture and its application to skin lesion classification.
CoRR
Yu-Min Chung, Chuan-Shen Hu, Austin Lawson, Clifford D. Smyth
2018 J jnl
Topological Fidelity and Image Thresholding: A Persistent Homology Approach.
J. Math. Imaging Vis.
Yu-Min Chung, Sarah Day
2018 — conf
Topological approaches to skin disease image analysis.
IEEE BigData
Yu-Min Chung, Chuan-Shen Hu, Austin Lawson, Clifford D. Smyth