• 137 Citations
  • 6 h-Index
20132020

Research output per year

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Research Output

  • 137 Citations
  • 6 h-Index
  • 15 Conference contribution
  • 11 Article
  • 1 Book
2020
2019

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 proceedingConference contribution

7 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

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

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 proceedingConference contribution

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

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

2 Citations (Scopus)

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

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

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

Research output: Contribution to journalArticle

18 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, 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)

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)

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

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)

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

2017

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

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)

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

Research output: Contribution to journalArticle

26 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

5 Citations (Scopus)
2015

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)

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

39 Citations (Scopus)

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

2013

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

5 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

9 Citations (Scopus)