Joint nonnegative matrix factorization for hyperspectral and multispectral remote sensing data fusion

2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) ◽

10.1109/whispers.2013.8080718 ◽

2013 ◽

Cited By ~ 3

Author(s):

Moussa Sofiane Karoui ◽

Yannick Deville ◽

Sarah Kreri

Keyword(s):

Remote Sensing ◽

Data Fusion ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Remote Sensing Data ◽

Sensing Data ◽

Multispectral Remote Sensing ◽

Joint Nonnegative Matrix Factorization

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Pansharpening multispectral remote sensing data by multiplicative joint nonnegative matrix factorization

International Journal of Remote Sensing ◽

10.1080/01431161.2015.1137650 ◽

2016 ◽

Vol 37 (4) ◽

pp. 805-818 ◽

Cited By ~ 5

Author(s):

Moussa Sofiane Karoui ◽

Khelifa Djerriri ◽

Issam Boukerch

Keyword(s):

Remote Sensing ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Remote Sensing Data ◽

Sensing Data ◽

Multispectral Remote Sensing ◽

Joint Nonnegative Matrix Factorization

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Multi-sharpening hyperspectral remote sensing data by Multiplicative Joint-Criterion Linear-Quadratic Nonnegative Matrix Factorization

2017 IEEE International Workshop of Electronics, Control, Measurement, Signals and their Application to Mechatronics (ECMSM) ◽

10.1109/ecmsm.2017.7945884 ◽

2017 ◽

Cited By ~ 1

Author(s):

Fatima Zohra Benhalouche ◽

Moussa Sofiane Karoui ◽

Yannick Deville ◽

Issam Boukerch ◽

Abdelaziz Ouamri

Keyword(s):

Remote Sensing ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Remote Sensing Data ◽

Hyperspectral Remote Sensing ◽

Linear Quadratic ◽

Sensing Data

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Gradient-Based Joint-Variables Nonnegative Matrix Factorization for Multi-Sharpening Hyperspectral Remote Sensing Data

IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2019.8899246 ◽

2019 ◽

Author(s):

Moussa Sofiane Karoui ◽

Fatima Zohra Benhalouche ◽

Issam Boukerch

Keyword(s):

Remote Sensing ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Remote Sensing Data ◽

Hyperspectral Remote Sensing ◽

Sensing Data ◽

Gradient Based

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Hyperspectral and Multispectral Remote Sensing Data Fusion for Classification of Complex-Mixed Land Features Using SVM

Communications in Computer and Information Science - Recent Trends in Image Processing and Pattern Recognition ◽

10.1007/978-981-13-9181-1_31 ◽

2019 ◽

pp. 345-362 ◽

Cited By ~ 1

Author(s):

Amol D. Vibhute ◽

Sandeep V. Gaikwad ◽

Rajesh K. Dhumal ◽

Ajay D. Nagne ◽

Amarsinh B. Varpe ◽

...

Keyword(s):

Remote Sensing ◽

Data Fusion ◽

Remote Sensing Data ◽

Sensing Data ◽

Multispectral Remote Sensing

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Linear spectral unmixing-based method including extended nonnegative matrix factorization for pan-sharpening multispectral remote sensing images

10.1117/12.2028100 ◽

2013 ◽

Cited By ~ 3

Author(s):

Moussa Sofiane Karoui

Keyword(s):

Remote Sensing ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Spectral Unmixing ◽

Remote Sensing Images ◽

Multispectral Remote Sensing ◽

Linear Spectral Unmixing

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Simultaneous Discovery of Common and Discriminative Topics via Joint Nonnegative Matrix Factorization

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '15 ◽

10.1145/2783258.2783338 ◽

2015 ◽

Cited By ~ 26

Author(s):

Hannah Kim ◽

Jaegul Choo ◽

Jingu Kim ◽

Chandan K. Reddy ◽

Haesun Park

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Joint Nonnegative Matrix Factorization ◽

Simultaneous Discovery

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Alternating Direction Iterative Nonnegative Matrix Factorization Unmixing for Multispectral and Hyperspectral Data Fusion

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2020.3020586 ◽

2020 ◽

Vol 13 ◽

pp. 5223-5232

Author(s):

Xinyu Zhou ◽

Ye Zhang ◽

Junping Zhang ◽

Shaoqi Shi

Keyword(s):

Data Fusion ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Hyperspectral Data ◽

Alternating Direction

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A Multispectral Remote Sensing Data Spectral Unmixing Algorithm Based on Variational Bayesian ICA

Journal of the Indian Society of Remote Sensing ◽

10.1007/s12524-012-0245-0 ◽

2012 ◽

Vol 41 (2) ◽

pp. 259-268 ◽

Cited By ~ 5

Author(s):

Chengfan Li ◽

Jingyuan Yin

Keyword(s):

Remote Sensing ◽

Remote Sensing Data ◽

Spectral Unmixing ◽

Variational Bayesian ◽

Sensing Data ◽

Multispectral Remote Sensing

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Degraded land detection by soil particle composition derived from multispectral remote sensing data in the Otindag Sandy Lands of China

Geoderma ◽

10.1016/j.geoderma.2014.11.011 ◽

2015 ◽

Vol 241-242 ◽

pp. 97-106 ◽

Cited By ~ 13

Author(s):

Junjun Wu ◽

Zengyuan Li ◽

Zhihai Gao ◽

Bengyu Wang ◽

Lina Bai ◽

...

Keyword(s):

Remote Sensing ◽

Remote Sensing Data ◽

Soil Particle ◽

Degraded Land ◽

Particle Composition ◽

Sensing Data ◽

Multispectral Remote Sensing

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Joint nonnegative matrix factorization and network embedding for graph co-clustering

Neurocomputing ◽

10.1016/j.neucom.2021.08.014 ◽

2021 ◽

Author(s):

Yan Wang ◽

Xiaoke Ma

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Network Embedding ◽

Joint Nonnegative Matrix Factorization

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