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Chia-Hsiang Lin

Assistant Professor

  • 122 Citations
  • 5 h-Index
20132020

Research output per year

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Personal profile

Education

  • Ph.D. in Communications Engineering, National Tsing Hua University
  • B.S. in Electrical Engineering, National Tsing Hua University

Research Interests

  • blind source separation
  • hyperspectral image processing
  • big data optimization theory
  • fast algorithm
  • 5G wireless communications
  • computer vision
  • satellite remote sensing
  • bio-informatics/biomedical imaging
  • convex geometry

Experience

  • 2019 - present Assistant Professor, Department of Electrical Engineering, National Cheng Kung University
  • 2018-2019 Assistant Professor, National Central University
  • 2017-2018 Postdoctoral Researcher, University of Lisbon, Portugal
  • 2017 Visiting Scholar, The Chinese Univ. of Hong Kong
  • 2016-2017 Postdoctoral Researcher, National Tsing Hua University

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Projects

Advanced Blind Source Separation and Hyperspectral Super-resolution Imaging via Convex Geometry and Big Data Optimization(2/5)

Lin, C.

19-08-01 → 20-07-31

Project: Research project

Advanced Blind Source Separation and Hyperspectral Super-resolution Imaging via Convex Geometry and Big Data Optimization(1/5)

Lin, C.

18-08-01 → 19-08-31

Project: Research project

Research Output

  • 122 Citations
  • 5 h-Index
  • 15 Conference contribution
  • 11 Article
  • 1 Book

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 May, In : IEEE Transactions on Geoscience and Remote Sensing. 58, 5, p. 3352-3365 14 p., 8931230.

Research output: Contribution to journal › Article

    • AIM 2019 challenge on real-world image super-resolution: Methods and results

    Lugmayr, A., Danelljan, M., Timofte, R., Fritsche, M., Gu, S., Purohit, K., Kandula, P., Suin, M., Rajagopalan, A. N., Joon, N. H., Won, Y. S., Kim, G., Kwon, D., Hsu, C. C., Lin, C. H., Huang, Y., Sun, X., Lu, W., Li, J., Gao, X. & 1 others, Bell-Kligler, S., 2019 Oct, Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019. Institute of Electrical and Electronics Engineers Inc., p. 3575-3583 9 p. 9022354. (Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • An Outlier-Insensitive Unmixing Algorithm with Spatially Varying Hyperspectral Signatures

    Syu, Y. R., Lin, C. H. & Chi, C. Y., 2019 Jan 1, In : IEEE Access. 7, p. 15086-15101 16 p., 8600733.

    Research output: Contribution to journal › Article

    Open Access

    • Criterion design and large-scale optimization algorithm for blind change detection in multispectral images

    Zheng, W-C., Lin, C-H., Tseng, K-H., Huang, C-Y. & Lin, T-H., 2019 Apr 17, International Symposium on Remote Sensing. Taipei, Taiwan

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Dual reconstruction with densely connected residual network for single image super-resolution

    Hsu, C. C. & Lin, C. H., 2019 Oct, Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019. Institute of Electrical and Electronics Engineers Inc., p. 3643-3650 8 p. 9022331. (Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution