• 103 Citations
  • 5 h-Index
20132020
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Research Output 2013 2019

  • 103 Citations
  • 5 h-Index
  • 13 Conference contribution
  • 10 Article
  • 1 Book
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Article
2015
31 Citations (Scopus)

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 Oct 1, In : IEEE Transactions on Geoscience and Remote Sensing. 53, 10, p. 5530-5546 17 p., 7107995.

Research output: Contribution to journalArticle

pixel
Pixels
Computer simulation
simulation
2016
23 Citations (Scopus)

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 Apr 15, In : IEEE Transactions on Signal Processing. 64, 8, p. 1946-1961 16 p., 7355384.

Research output: Contribution to journalArticle

Pixels
Computational efficiency
Signal processing
Geometry
Experiments
5 Citations (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 Apr, In : IEEE Transactions on Biomedical Engineering. 63, 4, p. 707-720 14 p., 7208828.

Research output: Contribution to journalArticle

Pharmacokinetics
Convex optimization
Magnetic resonance
Tumors
Imaging techniques
2017
5 Citations (Scopus)

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 Jan 1, In : IEEE Access. 5, p. 13601-13616 16 p., 7879806.

Research output: Contribution to journalArticle

Open Access
Beamforming
Outages
Base stations
Heterogeneous networks
Femtocell
2018
12 Citations (Scopus)

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 Mar, In : IEEE Transactions on Geoscience and Remote Sensing. 56, 3, p. 1652-1667 16 p.

Research output: Contribution to journalArticle

Convex optimization
Data fusion
Factorization
matrix
spatial resolution
4 Citations (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 Sep 1, In : IEEE Transactions on Neural Networks and Learning Systems. 29, 9, p. 4022-4037 16 p., 8057601.

Research output: Contribution to journalArticle

Blind source separation
Maximum likelihood
Geometry
3 Citations (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 Jan 1, In : SIAM Journal on Imaging Sciences. 11, 2, p. 1651-1679 29 p.

Research output: Contribution to journalArticle

Structured Matrices
Matrix Factorization
Convex optimization
Ellipsoid
Convex Optimization
2019

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 journalArticle

Open Access
Spatial distribution
Casting
Pixels

Regularization parameter selection in minimum volume hyperspectral unmixing

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

Research output: Contribution to journalArticle

Learning systems
Remote sensing
Tuning
Pixels
matrix

Regularization Parameter Selection in Minimum Volume Hyperspectral Unmixing

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

Research output: Contribution to journalArticle