Chia-Hsiang Lin

National Cheng Kung University — Taiwan

Engineering · Physical Sciences

21h-index2.1kcitations131works4.12yr avg
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Research Topics

Remote-Sensing Image Classification(48), Advanced Image Fusion Techniques(41), Sparse and Compressive Sensing Techniques(20), Image and Signal Denoising Methods(16), Advanced Image Processing Techniques(10)

Publications130 total

Deep Unfolding Real-Time Super-Resolution Using Subpixel-Shift Twin Image and Convex Self-Similarity Prior
IEEE Transactions on Geoscience and Remote Sensing·2026
Hybrid Quantum-Classical Network for Hyperspectral Change Detection
2025
Quantum-Assisted Mangrove Forest Mapping Algorithm
2025
Quantum-Inspired Virtual Prism for Multispectral Unmixing
2025
HydroQUEEN: Hydrological Detection Using CYGNSS and Quantum Deep AI
2025
COS2A: Conversion from Sentinel-2 to AVIRIS Hyperspectral Data Using Interpretable Algorithm With Spectral-Spatial Duality
arXiv (Cornell University)·2025Open Access
The conservation of migratory shorebirds needs to account for the different habitat selection patterns across species and between day and night
Biological Conservation·2025· 1 citedOpen Access
HyperKING: Quantum-Classical Generative Adversarial Networks for Hyperspectral Image Restoration
arXiv (Cornell University)·2025Open Access
Microscopic-based analysis of nuclei in spheroids via SUNSHINE: An on-chip workflow integrating optical clearing, fluorescence calibration and supervoxel segmentation
Computers in Biology and Medicine·2025· 1 cited
A Quantum-Empowered SPEI Drought Forecasting Algorithm Using Spatially Aware Mamba Network
IEEE Transactions on Geoscience and Remote Sensing·2025· 3 cited
Quantum-Driven Multihead Inland Waterbody Detection With Transformer-Encoded CYGNSS Delay-Doppler Map Data
IEEE Transactions on Geoscience and Remote Sensing·2025Open Access
COS2A: Conversion From Sentinel-2 to AVIRIS Hyperspectral Data Using Interpretable Algorithm With Spectral–Spatial Duality
IEEE Transactions on Geoscience and Remote Sensing·2025Open Access
HyperKING: Quantum-Classical Generative Adversarial Networks for Hyperspectral Image Restoration
IEEE Transactions on Geoscience and Remote Sensing·2025· 4 cited
PRIME: Unsupervised Multispectral Unmixing Using Virtual Quantum Prism and Convex Geometry
IEEE Transactions on Geoscience and Remote Sensing·2025· 7 cited
Quantum Feature-Empowered Deep Classification for Fast Mangrove Mapping
IEEE Transactions on Geoscience and Remote Sensing·2024· 11 citedOpen Access
Quantum Information-Empowered Graph Neural Network for Hyperspectral Change Detection
arXiv (Cornell University)·2024Open Access
Unsupervised Abundance Matrix Reconstruction Transformer-Guided Fractional Attention Mechanism for Hyperspectral Anomaly Detection
IEEE Transactions on Neural Networks and Learning Systems·2024· 13 cited
PRIME: Blind Multispectral Unmixing Using Virtual Quantum Prism and Convex Geometry
arXiv (Cornell University)·2024· 2 citedOpen Access
HyperQUEEN-MF: Hyperspectral Quantum Deep Network with Multi-Scale Feature Fusion For Quantum Image Super-Resolution
2024· 1 cited
Synthesis of High-Resolution Formosat-8 Satellite Image using Fast Convex Deep Learning Algorithm
2024· 1 cited
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Frequent Co-authors

Chong‐Yung Chi(12), Ke‐Horng Chen(7), Hong-Wei Huang(6), Chih–Chung Hsu(5), Tsung-Che Chiang(4), ArulMurugan Ambikapathi(4), Po-Wei Tang(4), José M. Bioucas‐Dias(3), Tsung‐Han Chan(3), Tzu-Hsuan Lin(3), Chun‐Yu Hsieh(2), Wing‐Kin Ma(2), Chong-Yung Chi(2), Pin Chieh Wu(2), Yen-Cheng Lin(2), Yue Wang(2), Chi-Hung Kao(2), Yue Wang(2), Jhao-Ting Lin(2), Yangrui Liu(2)