Projects per year
Personal profile
Education
- Ph.D. in Communications Engineering, National Tsing Hua University
- B.S. in Electrical Engineering, National Tsing Hua University
Research Interests
- Remote sensing / Satellite data analysis
- Hyperspectral / Multispectral / RGB image processing
- Blind signal processing / Unsupervised machine learning
- Artificial intelligence / Machine learning / Deep learning
- Quantum deep learning / Hybrid quantum-classical AI
- Quantum image processing / Quantum machine learning
- Fast algorithm design / Convex optimization theory
- 3D optical foreign object detection / Image super-resolution
- 3D computer vision / Pattern recognition
- Biomedical science / Neuroscience
- 5G/6G wireless communications
Experience
- 2022-present, Associate Professor, Miin Wu School of Computing, National Cheng Kung University
- 2022-present, Associate Professor, Department of Electrical Engineering, National Cheng Kung University
- 2023-2025, Director, Division of International Relations, Office of International Affairs, National Cheng Kung University
- 2022-2023, Director, Division of Algorithm and Optimization, Center for Data Science, National Cheng Kung University
- 2019, Visiting Professor, University of Lisbon, Portugal
- 2019-2021, Assistant Professor, Miin Wu School of Computing, National Cheng Kung University
- 2019-2021, Assistant Professor, Department of Electrical Engineering, National Cheng Kung University
- 2018, Assistant Professor, Center for Space and Remote Sensing Research, National Central University
- 2017-2018, Postdoctoral Researcher, University of Lisbon, Portugal
- 2017, Postdoctoral Researcher, The Chinese University of Hong Kong, HK
- 2015-2016, Research Assistant, Virginia Tech, VA, USA
- 2014, Research Assistant, The Chinese University of Hong Kong, HK
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Projects
- 6 Finished
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Hyperqueen: Hyperspectral Quantum Deep Network for Space Remote Sensing( I )
Lin, C.-H. (PI)
23-08-01 → 24-07-31
Project: Research project
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Advanced Blind Source Separation and Hyperspectral Super-resolution Imaging via Convex Geometry and Big Data Optimization(5/5)
Lin, C.-H. (PI)
22-08-01 → 23-07-31
Project: Research project
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Advanced Blind Source Separation and Hyperspectral Super-resolution Imaging via Convex Geometry and Big Data Optimization(4/5)
Lin, C.-H. (PI)
21-08-01 → 22-07-31
Project: Research project
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Advanced Blind Source Separation and Hyperspectral Super-resolution Imaging via Convex Geometry and Big Data Optimization(3/5)
Lin, C.-H. (PI)
20-08-01 → 21-07-31
Project: Research project
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Advanced Blind Source Separation and Hyperspectral Super-resolution Imaging via Convex Geometry and Big Data Optimization(2/5)
Lin, C.-H. (PI)
19-08-01 → 20-07-31
Project: Research project
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A Full-Spectrum Time-Reversal Deep Network for Label Imbalance Learning: A Case Study With Novel Ground-Truth Labeling Strategy for Mangrove Forest Change Detection
Lin, C. H., Li, W. H., Hsu, S. M. & Chu, H. J., 2025, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 18, p. 25072-25086 15 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A Quantum-Empowered SPEI Drought Forecasting Algorithm Using Spatially-Aware Mamba Network
Tang, P. W., Lin, C. H., Huang, J. K. & Huete, A. R., 2025, (Accepted/In press) In: IEEE Transactions on Geoscience and Remote Sensing. 63Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
COS2A: Conversion From Sentinel-2 to AVIRIS Hyperspectral Data Using Interpretable Algorithm With Spectral–Spatial Duality
Lin, C. H., Chen, J. T., Leng, Z. C. & Lin, J. T., 2025, In: IEEE Transactions on Geoscience and Remote Sensing. 63, 5649816.Research output: Contribution to journal › Article › peer-review
Open Access -
Hybrid quantum-classical network for hyperspectral change detection
Lin, C.-H., Lin, T.-H., Liang, C. Y. & Chanussot, J., 2025 Aug 3, IEEE International Geoscience and Remote Sensing Symposium (IGARSS). Brisbane, AustraliaResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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HydroQUEEN: Hydrological detection using CYGNSS and quantum deep AI
Lin, C.-H., Chiu, P. Y., Lin, J.-T., Chen, S.-P. & Lin, C., 2025 Aug 3, IEEE International Geoscience and Remote Sensing Symposium (IGARSS). Brisbane, AustraliaResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution