A two-stage method for spectral–spatial classification of hyperspectral images
Chan, Raymond H., Kan, Kelvin K., Nikolova, Mila, Plemmons, Robert J.
Published in Journal of mathematical imaging and vision (01.07.2020)
Published in Journal of mathematical imaging and vision (01.07.2020)
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Journal Article
Deblurring and Sparse Unmixing for Hyperspectral Images
Xi-Le Zhao, Fan Wang, Ting-Zhu Huang, Ng, M. K., Plemmons, R. J.
Published in IEEE transactions on geoscience and remote sensing (01.07.2013)
Published in IEEE transactions on geoscience and remote sensing (01.07.2013)
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Journal Article
Nonnegative matrix factorization for spectral data analysis
Pauca, V. Paul, Piper, J., Plemmons, Robert J.
Published in Linear algebra and its applications (01.07.2006)
Published in Linear algebra and its applications (01.07.2006)
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Journal Article
Conference Proceeding
Superpixel-Based and Spatially Regularized Diffusion Learning for Unsupervised Hyperspectral Image Clustering
Cui, Kangning, Li, Ruoning, Polk, Sam L, Lin, Yinyi, Zhang, Hongsheng, Murphy, James M., Plemmons, Robert J., Chan, Raymond H.
Published in IEEE transactions on geoscience and remote sensing (2024)
Published in IEEE transactions on geoscience and remote sensing (2024)
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Journal Article
Document clustering using nonnegative matrix factorization
Shahnaz, Farial, Berry, Michael W., Pauca, V.Paul, Plemmons, Robert J.
Published in Information processing & management (01.03.2006)
Published in Information processing & management (01.03.2006)
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Journal Article
Change Detection of Amazonian Alluvial Gold Mining Using Deep Learning and Sentinel-2 Imagery
Camalan, Seda, Cui, Kangning, Pauca, Victor Paul, Alqahtani, Sarra, Silman, Miles, Chan, Raymond, Plemmons, Robert Jame, Dethier, Evan Nylen, Fernandez, Luis E., Lutz, David A.
Published in Remote sensing (Basel, Switzerland) (01.04.2022)
Published in Remote sensing (Basel, Switzerland) (01.04.2022)
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Journal Article
Estimation of atmospheric PSF parameters for hyperspectral imaging
Berisha, Sebastian, Nagy, James G., Plemmons, Robert J.
Published in Numerical linear algebra with applications (01.10.2015)
Published in Numerical linear algebra with applications (01.10.2015)
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Journal Article
Coupled segmentation and denoising/deblurring models for hyperspectral material identification
Li, Fang, Ng, Michael K., Plemmons, Robert J.
Published in Numerical linear algebra with applications (01.01.2012)
Published in Numerical linear algebra with applications (01.01.2012)
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Journal Article
Randomized SVD Methods in Hyperspectral Imaging
Zhang, Jiani, Erway, Jennifer, Hu, Xiaofei, Zhang, Qiang, Plemmons, Robert J.
Published in Journal of Electrical and Computer Engineering (01.01.2012)
Published in Journal of Electrical and Computer Engineering (01.01.2012)
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Journal Article
MATRIX STRUCTURES AND PARALLEL ALGORITHMS FOR IMAGE SUPERRESOLUTION RECONSTRUCTION
QIANG ZHANG, GUY, Richard T, PLEMMONS, Robert J
Published in SIAM journal on matrix analysis and applications (01.01.2010)
Published in SIAM journal on matrix analysis and applications (01.01.2010)
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Journal Article
Non-Negative Tensor Factorization using Alpha and Beta Divergences
Cichocki, Andrzej, Zdunek, Rafal, Choi, Seungjin, Plemmons, Robert, Amari, Shun-ichi
Published in 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 (01.04.2007)
Published in 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 (01.04.2007)
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Conference Proceeding
Classification of Hyperspectral Images Using SVM with Shape-Adaptive Reconstruction and Smoothed Total Variation
Li, Ruoning, Cui, Kangning, Chan, Raymond H., Plemmons, Robert J.
Published in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (17.07.2022)
Published in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (17.07.2022)
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Conference Proceeding
Modern Mathematics in Biomedical Imaging
Ye, Yangbo, Plemmons, Robert J., Nagy, James G., Jin, Qinian
Published in International journal of biomedical imaging (01.01.2011)
Published in International journal of biomedical imaging (01.01.2011)
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Journal Article
Unsupervised Spatial-Spectral Hyperspectral Image Reconstruction And Clustering With Diffusion Geometry
Cui, Kangning, Li, Ruoning, Polk, Sam L., Murphy, James M., Plemmons, Robert J., Chan, Raymond H.
Published in 2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) (13.09.2022)
Published in 2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) (13.09.2022)
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Conference Proceeding