Cheolhong An

Associate Professor, Electrical and Computer Engineering, University of California, San Diego

Joined

November 2022

Names

Cheolhong An (Preferred)

Emails

****@eng.ucsd.edu (Confirmed)

****@ucsd.edu (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

Associate Professor

Electrical and Computer Engineering, University of California, San Diego (ucsd.edu)

2017 – Present

Advisors, Relations & Conflicts

PhD Advisor

Truong Q. Nguyen

2004 – 2008

Expertise

Medical image processing

2017 – 2024

Image processing

2004 – 2024

Publications

Retinal OCT Layer Segmentation via Joint Motion Correction and Graph-Assisted 3D Neural Network
Yiqian Wang, Carlo Galang, William R. Freeman, Alexandra Warter, Anna Heinke, Dirk-Uwe G. Bartsch, Truong Q. Nguyen, Cheolhong An
- IEEE Access 2023
- Readers: Everyone
Robust AMD Stage Grading with Exclusively OCTA Modality Leveraging 3D Volume
Haochen Zhang, Anna Heinke, Carlo Miguel B. Galang, Daniel N. Deussen, Bo Wen, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen, Cheolhong An
- ICCV (Workshops) 2023
- Readers: Everyone
Deep learning network to correct axial and coronal eye motion in 3D OCT retinal imaging
Yiqian Wang, Alexandra Warter, Melina Cavichini, Varsha Alex, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen, Cheolhong An
- CoRR 2023
- Readers: Everyone
Accurate Registration between Ultra-Wide-Field and Narrow Angle Retina Images with 3D Eyeball Shape Optimization
Junkang Zhang, Bo Wen, Fritz Gerald P. Kalaw, Melina Cavichini, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen, Cheolhong An
- ICIP 2023
- Readers: Everyone
Joint Motion Correction and 3D Segmentation with Graph-Assisted Neural Networks for Retinal OCT
Yiqian Wang, Carlo Galang, William R. Freeman, Truong Q. Nguyen, Cheolhong An
- ICIP 2022
- Readers: Everyone
Two-Step Registration on Multi-Modal Retinal Images via Deep Neural Networks
Junkang Zhang, Yiqian Wang, Ji Dai, Melina Cavichini, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen, Cheolhong An
- 2022 (modified: 12 Nov 2022)
- IEEE Trans. Image Process. 2022
- Readers: Everyone
An Unsupervised Learning Approach to 3D Rectal MRI Volume Registration
Chi-Jui Jerry Ho, Soan Thi Minh Duong, Yiqian Wang, Chanh D. Tr. Nguyen, Bieu Q. Bui, Steven Q. H. Truong, Truong Q. Nguyen, Cheolhong An
- 2022 (modified: 12 Nov 2022)
- IEEE Access 2022
- Readers: Everyone
Self-Supervised Rigid Registration for Multimodal Retinal Images
Cheolhong An, Yiqian Wang, Junkang Zhang, Truong Q. Nguyen
- 2022 (modified: 12 Nov 2022)
- IEEE Trans. Image Process. 2022
- Readers: Everyone
Foveal Avascular Zone Segmentation of Octa Images Using Deep Learning Approach with Unsupervised Vessel Segmentation
Zhijin Liang, Junkang Zhang, Cheolhong An
- 2021 (modified: 04 Nov 2022)
- ICASSP 2021
- Readers: Everyone
Robust Content-Adaptive Global Registration for Multimodal Retinal Images Using Weakly Supervised Deep-Learning Framework
Yiqian Wang, Junkang Zhang, Melina Cavichini, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen, Cheolhong An
- 2021 (modified: 12 Nov 2022)
- IEEE Trans. Image Process. 2021
- Readers: Everyone

View all 29 publications

Co-Authors

View all 33 co-authors