Chia-Hsiang Lin

2024

CODE-IF: A Convex/Deep Image Fusion Algorithm for Efficient Hyperspectral Super-Resolution

Lin, C. H., Hsieh, C. Y. & Lin, J. T., 2024, 於: IEEE Transactions on Geoscience and Remote Sensing. 62, p. 1-18 18 p., 5617318.

研究成果: Article › 同行評審

Hyperspectral Tensor Completion Using Low-Rank Modeling and Convex Functional Analysis

Lin, C. H., Liu, Y., Chi, C. Y., Hsu, C. C., Ren, H. & Quek, T. Q. S., 2024, 於: IEEE Transactions on Neural Networks and Learning Systems. 35, 8, p. 10736-10750 15 p.

研究成果: Article › 同行評審

8 引文斯高帕斯（Scopus）

QRCODE: Quasi-Residual Convex Deep Network for Fusing Misaligned Hyperspectral and Multispectral Images

Lin, C. H., Hsu, C. C., Young, S. S., Hsieh, C. Y. & Tai, S. C., 2024, 於: IEEE Transactions on Geoscience and Remote Sensing. 62, p. 1-15 15 p., 5512215.

研究成果: Article › 同行評審

1 引文斯高帕斯（Scopus）

Signal Subspace Identification for Incomplete Hyperspectral Image With Applications to Various Inverse Problems

Lin, C. H. & Young, S. S., 2024, 於: IEEE Transactions on Geoscience and Remote Sensing. 62, p. 1-16 16 p., 5512316.

研究成果: Article › 同行評審

2 引文斯高帕斯（Scopus）

Transformer-Driven Inverse Problem Transform for Fast Blind Hyperspectral Image Dehazing

Tang, P. W., Lin, C. H. & Liu, Y., 2024, 於: IEEE Transactions on Geoscience and Remote Sensing. 62, p. 1-14 14 p., 5504414.

研究成果: Article › 同行評審

4 引文斯高帕斯（Scopus）

2023

CODE-MM: Convex Deep Mangrove Mapping Algorithm Based on Optical Satellite Images

Lin, C. H., Chu, M. C. & Tang, P. W., 2023, 於: IEEE Transactions on Geoscience and Remote Sensing. 61, 5620619.

研究成果: Article › 同行評審

6 引文斯高帕斯（Scopus）

HyperQUEEN: Hyperspectral Quantum Deep Network For Image Restoration

Lin, C. H. & Chen, Y. Y., 2023, 於: IEEE Transactions on Geoscience and Remote Sensing. 61, 5511720.

研究成果: Article › 同行評審

8 引文斯高帕斯（Scopus）

Hyperspectral Change Detection Using Semi-Supervised Graph Neural Network and Convex Deep Learning

Lin, T. H. & Lin, C. H., 2023, (Accepted/In press) 於: IEEE Transactions on Geoscience and Remote Sensing. 61, p. 1 1 p., 5515818.

研究成果: Article › 同行評審

21 引文斯高帕斯（Scopus）

Metasurface-empowered snapshot hyperspectral imaging with convex/deep (CODE) small-data learning theory

Lin, C. H., Huang, S. H., Lin, T. H. & Wu, P. C., 2023 12月, 於: Nature communications. 14, 1, 6979.

研究成果: Article › 同行評審

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28 引文斯高帕斯（Scopus）

2022

ADMM-ADAM: A New Inverse Imaging Framework Blending the Advantages of Convex Optimization and Deep Learning

Lin, C. H., Lin, Y. C. & Tang, P. W., 2022, 於: IEEE Transactions on Geoscience and Remote Sensing. 60

研究成果: Article › 同行評審

49 引文斯高帕斯（Scopus）

Joint Beamforming and Power Allocation for M2M/H2H Co-Existence in Green Dynamic TDD Networks: Low-Complexity Optimal Designs

Lee, C. H., Chang, R. Y., Cheng, S. M., Lin, C. H. & Hsiao, C. H., 2022 3月 15, 於: IEEE Internet of Things Journal. 9, 6, p. 4799-4815 17 p.

研究成果: Article › 同行評審

9 引文斯高帕斯（Scopus）

Optimization-Based Hyperspectral Spatiotemporal Super-Resolution

Chang, P. C., Lin, J. T., Lin, C. H., Tang, P. W. & Liu, Y., 2022, 於: IEEE Access. 10, p. 37477-37494 18 p.

研究成果: Article › 同行評審

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2 引文斯高帕斯（Scopus）

SwCAM: Estimation of subtype-specific expressions in individual samples with unsupervised sample-wise deconvolution

Chen, L., Wu, C. T., Lin, C. H., Dai, R., Liu, C., Clarke, R., Yu, G., Van Eyk, J. E., Herrington, D. M. & Wang, Y., 2022 3月 1, 於: Bioinformatics. 38, 5, p. 1403-1410 8 p.

研究成果: Article › 同行評審

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4 引文斯高帕斯（Scopus）

2021

All-Addition Hyperspectral Compressed Sensing for Metasurface-Driven Miniaturized Satellite

Lin, C. H. & Lin, T. H., 2021, (Accepted/In press) 於: IEEE Transactions on Geoscience and Remote Sensing. 60

研究成果: Article › 同行評審

14 引文斯高帕斯（Scopus）

Automatic Inverse Design of High-Performance Beam-Steering Metasurfaces via Genetic-type Tree Optimization

Lin, C. H., Chen, Y. S., Lin, J. T., Wu, H. C., Kuo, H. T., Lin, C. F., Chen, P. & Wu, P. C., 2021, (Accepted/In press) 於: Nano letters. 21, 12, p. 4981-4989 9 p.

研究成果: Article › 同行評審

56 引文斯高帕斯（Scopus）

DCSN: Deep Compressed Sensing Network for Efficient Hyperspectral Data Transmission of Miniaturized Satellite

Hsu, C. C., Lin, C. H., Kao, C. H. & Lin, Y. C., 2021 9月 1, 於: IEEE Transactions on Geoscience and Remote Sensing. 59, 9, p. 7773-7789 17 p.

研究成果: Article › 同行評審

29 引文斯高帕斯（Scopus）

Nonnegative Blind Source Separation for Ill-Conditioned Mixtures via John Ellipsoid

Lin, C. H. & Bioucas-Dias, J. M., 2021 5月, 於: IEEE Transactions on Neural Networks and Learning Systems. 32, 5, p. 2209-2223 15 p., 9130919.

研究成果: Article › 同行評審

21 引文斯高帕斯（Scopus）

2020

An Explicit and Scene-Adapted Definition of Convex Self-Similarity Prior with Application to Unsupervised Sentinel-2 Super-Resolution

Lin, C. H. & Bioucas-Dias, J. M., 2020 5月, 於: IEEE Transactions on Geoscience and Remote Sensing. 58, 5, p. 3352-3365 14 p., 8931230.

研究成果: Article › 同行評審

45 引文斯高帕斯（Scopus）

DCSN: Deep Compressed Sensing Network for Efficient Hyperspectral Data Transmission of Miniaturized Satellite

Hsu, C., Lin, C., Kao, C. & Lin, Y., 2020 1月 1, 於: IEEE Transactions on Geoscience and Remote Sensing. p. 1-17

研究成果: Article › 同行評審

2019

An Outlier-Insensitive Unmixing Algorithm with Spatially Varying Hyperspectral Signatures

Syu, Y. R., Lin, C. H. & Chi, C. Y., 2019, 於: IEEE Access. 7, p. 15086-15101 16 p., 8600733.

研究成果: Article › 同行評審

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8 引文斯高帕斯（Scopus）

Regularization parameter selection in minimum volume hyperspectral unmixing

Zhuang, L., Lin, C. H., Figueiredo, M. A. T. & Bioucas-Dias, J. M., 2019 12月, 於: IEEE Transactions on Geoscience and Remote Sensing. 57, 12, p. 9858-9877 20 p., 8798985.

研究成果: Article › 同行評審

96 引文斯高帕斯（Scopus）

Regularization Parameter Selection in Minimum Volume Hyperspectral Unmixing

Zhuang, L., Lin, C., Figueiredo, M. A. T. & Bioucas-dias, J. M., 2019 8月 14, 於: IEEE Transactions on Geoscience and Remote Sensing. p. 1-20

研究成果: Article › 同行評審

2018

A Convex Optimization-Based Coupled Nonnegative Matrix Factorization Algorithm for Hyperspectral and Multispectral Data Fusion

Lin, C. H., Ma, F., Chi, C. Y. & Hsieh, C. H., 2018 3月, 於: IEEE Transactions on Geoscience and Remote Sensing. 56, 3, p. 1652-1667 16 p.

研究成果: Article › 同行評審

98 引文斯高帕斯（Scopus）

Detection of Sources in Non-Negative Blind Source Separation by Minimum Description Length Criterion

Lin, C. H., Chi, C. Y., Chen, L., Miller, D. J. & Wang, Y., 2018 9月, 於: IEEE Transactions on Neural Networks and Learning Systems. 29, 9, p. 4022-4037 16 p., 8057601.

研究成果: Article › 同行評審

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22 引文斯高帕斯（Scopus）

Maximum volume inscribed ellipsoid: A new simplex-structured matrix factorization framework via facet enumeration and convex optimization

Lin, C. H., Wu, R., Ma, W. K., Chi, C. Y. & Wang, Y., 2018, 於: SIAM Journal on Imaging Sciences. 11, 2, p. 1651-1679 29 p.

研究成果: Article › 同行評審

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41 引文斯高帕斯（Scopus）

2017

Outage Constrained Robust Hybrid Coordinated Beamforming for Massive MIMO Enabled Heterogeneous Cellular Networks

Xu, G., Lin, C. H., Ma, W., Chen, S. & Chi, C. Y., 2017, 於: IEEE Access. 5, p. 13601-13616 16 p., 7879806.

研究成果: Article › 同行評審

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16 引文斯高帕斯（Scopus）

2016

A Fast Hyperplane-Based Minimum-Volume Enclosing Simplex Algorithm for Blind Hyperspectral Unmixing

Lin, C. H., Chi, C. Y., Wang, Y. H. & Chan, T. H., 2016 4月 15, 於: IEEE Transactions on Signal Processing. 64, 8, p. 1946-1961 16 p., 7355384.

研究成果: Article › 同行評審

66 引文斯高帕斯（Scopus）

Convex-Optimization-Based Compartmental Pharmacokinetic Analysis for Prostate Tumor Characterization Using DCE-MRI

Ambikapathi, A., Chan, T. H., Lin, C. H., Yang, F. S., Chi, C. Y. & Wang, Y., 2016 4月, 於: IEEE Transactions on Biomedical Engineering. 63, 4, p. 707-720 14 p., 7208828.

研究成果: Article › 同行評審

13 引文斯高帕斯（Scopus）

2015

Identifiability of the Simplex Volume Minimization Criterion for Blind Hyperspectral Unmixing: The No-Pure-Pixel Case

Lin, C. H., Ma, W. K., Li, W. C., Chi, C. Y. & Ambikapathi, A. M., 2015 10月 1, 於: IEEE Transactions on Geoscience and Remote Sensing. 53, 10, p. 5530-5546 17 p., 7107995.

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98 引文斯高帕斯（Scopus）

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