• 111 Citations
  • 5 h-Index
20132020

Research output per year

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Research Output

  • 111 Citations
  • 5 h-Index
  • 13 Conference contribution
  • 10 Article
  • 1 Book
Article

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

13 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

25 Citations (Scopus)

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

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

5 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

4 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

34 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

3 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
5 Citations (Scopus)

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

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

Book

Convex Optimization for Signal Processing and Communications: From Fundamentals to Applications

Chi, C., Li, W. & Lin, C., 2017 Feb 1, Boca Raton: CRC Press. 446 p.

Research output: Book/ReportBook

Conference contribution

A fast hyperplane-based MVES algorithm for hyperspectral unmixing

Lin, C-H., Chi, C. Y., Wang, Y. H. & Chan, T. H., 2015 Aug 4, 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1384-1388 5 p. 7178197. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2015-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Convex geometry based outlier-insensitive estimation of number of endmembers in hyperspectral images

Ambikapathi, A., Chan, T. H., Lin, C. H. & Chi, C. Y., 2013 Jun 28, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2013. IEEE Computer Society, 8080734. (Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing; vol. 2013-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

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 proceedingConference contribution

Linear spectral unmixing via matrix factorization: Identifiability criteria for sparse abundances

Lin, C. H. & Bioucas Dias, J. M., 2018 Oct 31, 2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6155-6158 4 p. 8518462. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

New theory for unmixing ILL-conditioned hyperspectral mixtures

Lin, C. H. & Bioucas Dias, J. M., 2018 Aug 27, 2018 IEEE 10th Sensor Array and Multichannel Signal Processing Workshop, SAM 2018. IEEE Computer Society, p. 430-434 5 p. 8448653. (Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop; vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

On the endmember identifiability of Craig's criterion for hyperspectral unmixing: A statistical analysis for three-source case

Lin, C-H., Ambikapathi, A. M., Li, W. C. & Chi, C. Y., 2013 Oct 18, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 2139-2143 5 p. 6638032. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)

Outage constrained robust hybrid coordinated beamforming for massive MIMO enabled heterogeneous cellular networks

Xu, G., Lin, C. H., Ma, W. & Chi, C. Y., 2017 Jul 28, 2017 IEEE International Conference on Communications, ICC 2017. Debbah, M., Gesbert, D. & Mellouk, A. (eds.). Institute of Electrical and Electronics Engineers Inc., 7997438. (IEEE International Conference on Communications).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Panchromatic sharpening of multispectral satellite imagery via an explicitly defined convex self-similarity regularization

Wang, C-H., Lin, C-H., Bioucas-Dias, J. M., Zheng, W-C. & Tseng, K-H., 2019 Jul 28, IEEE IGARSS. Yokohama, Japan

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Patch similarity guided super-resolution algorithm for fusing panchromatic and multispectral images

Wang, C-H., Lin, C-H. & Tseng, K-H., 2019 Apr 17, International Symposium on Remote Sensing. Taipei, Taiwan

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Provably and robust blind source separation of ill-conditioned hyperspectral mixtures

Lin, C-H. & Bioucas Dias, J. M., 2018 Jun 10, Proc. IEEE Statistical Signal Processing (SSP) Workshop. Freiburg, Germany

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Unsupervised Change Detection in Multitemporal Multispectral Satellite Images: A Convex Relaxation Approach

Zheng, W. C., Lin, C. H., Tseng, K. H., Huang, C. Y., Lin, T. H., Wang, C. H. & Chi, C. Y., 2019 Jul, 2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1546-1549 4 p. 8898598. (International Geoscience and Remote Sensing Symposium (IGARSS)).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Unsupervised change detection in multitemporal multispectral satellite images: A convex relaxation approach

Zheng, W-C., Lin, C-H., Tseng, K-H., Huang, C-Y., Lin, T-H., Wang, C-H. & Chi, C-Y., 2019 Jul 28, IEEE IGARSS. Yokohama, Japan

Research output: Chapter in Book/Report/Conference proceedingConference contribution

When can the minimum volume enclosing simplex identify the endmembers correctly when there is no pure pixel?

Ma, W. K., Lin, C. H., Li, W. C. & Chi, C. Y., 2015 Jul 2, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2015. IEEE Computer Society, 8075410. (Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing; vol. 2015-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution