• 85 引文
  • 5 h-指數
20132020
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研究成果 2013 2019

  • 85 引文
  • 5 h-指數
  • 12 Conference contribution
  • 9 Article
  • 1 Book
2019

An Outlier-Insensitive Unmixing Algorithm with Spatially Varying Hyperspectral Signatures

Syu, Y. R., Lin, C-H. & Chi, C. Y., 2019 一月 1, 於 : IEEE Access. 7, p. 15086-15101 16 p., 8600733.

研究成果: Article

開啟存取
Spatial distribution
Casting
Pixels

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 四月 17, International Symposium on Remote Sensing. Taipei, Taiwan

研究成果: Conference 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 七月 28, IEEE IGARSS. Yokohama, Japan

研究成果: Conference contribution

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

Wang, C-H., Lin, C-H. & Tseng, K-H., 2019 四月 17, International Symposium on Remote Sensing. Taipei, Taiwan

研究成果: Conference contribution

Regularization Parameter Selection in Minimum Volume Hyperspectral Unmixing

Zhuang, L., Lin, C., Figueiredo, M. A. T. & Bioucas-dias, J. M., 2019 八月 14, 於 : IEEE Transactions on Geoscience and Remote Sensing. p. 1-20

研究成果: Article

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 七月 28, IEEE IGARSS. Yokohama, Japan

研究成果: Conference contribution

2018
8 引文 (Scopus)
Convex optimization
Data fusion
Factorization
matrix
spatial resolution
3 引文 (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 九月 1, 於 : IEEE Transactions on Neural Networks and Learning Systems. 29, 9, p. 4022-4037 16 p., 8057601.

研究成果: Article

Blind source separation
Maximum likelihood
Geometry
1 引文 (Scopus)

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

Lin, C-H. & Bioucas Dias, J. M., 2018 十月 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); 卷 2018-July).

研究成果: Conference contribution

Factorization
matrix
pixel
Pixels
modeling
3 引文 (Scopus)
Structured Matrices
Matrix Factorization
Convex optimization
Ellipsoid
Convex Optimization
1 引文 (Scopus)

New theory for unmixing ILL-conditioned hyperspectral mixtures

Lin, C-H. & Bioucas Dias, J. M., 2018 八月 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; 卷 2018-July).

研究成果: Conference contribution

Pixels
Blind source separation
Remote sensing

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

Lin, C-H. & Bioucas Dias, J. M., 2018 六月 10, Proc. IEEE Statistical Signal Processing (SSP) Workshop. Freiburg, Germany

研究成果: Conference contribution

2017
1 引文 (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 七月 28, 2017 IEEE International Conference on Communications, ICC 2017. Debbah, M., Gesbert, D. & Mellouk, A. (編輯). Institute of Electrical and Electronics Engineers Inc., 7997438. (IEEE International Conference on Communications).

研究成果: Conference contribution

Beamforming
MIMO systems
Outages
Base stations
Heterogeneous networks
5 引文 (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 一月 1, 於 : IEEE Access. 5, p. 13601-13616 16 p., 7879806.

研究成果: Article

開啟存取
Beamforming
Outages
Base stations
Heterogeneous networks
Femtocell
2016
20 引文 (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 四月 15, 於 : IEEE Transactions on Signal Processing. 64, 8, p. 1946-1961 16 p., 7355384.

研究成果: Article

Pixels
Computational efficiency
Signal processing
Geometry
Experiments
5 引文 (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 四月 1, 於 : IEEE Transactions on Biomedical Engineering. 63, 4, p. 707-720 14 p., 7208828.

研究成果: Article

Pharmacokinetics
Convex optimization
Magnetic resonance
Tumors
Imaging techniques
2015
3 引文 (Scopus)

A fast hyperplane-based MVES algorithm for hyperspectral unmixing

Lin, C-H., Chi, C. Y., Wang, Y. H. & Chan, T. H., 2015 八月 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; 卷 2015-August).

研究成果: Conference contribution

Pixels
Computational efficiency
Computational complexity
Signal processing
Hyperspectral imaging
27 引文 (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 十月 1, 於 : IEEE Transactions on Geoscience and Remote Sensing. 53, 10, p. 5530-5546 17 p., 7107995.

研究成果: Article

pixel
Pixels
Computer simulation
simulation

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 七月 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; 卷 2015-June).

研究成果: Conference contribution

Pixels
Signal to noise ratio
Computer simulation
2013
2 引文 (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 六月 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; 卷 2013-June).

研究成果: Conference contribution

Geometry
Pixels
Computer simulation
6 引文 (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 十月 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).

研究成果: Conference contribution

Statistical methods
Pixels