Pansharpening multispectral remote sensing data by multiplicative joint nonnegative matrix factorization

Joint Nonnegative Matrix Factorization

Nonnegative Matrix ◽

Remote Sensing Data ◽

Sensing Data ◽

Multispectral Remote Sensing ◽

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

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

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 ◽

Joint Nonnegative Matrix Factorization

Nonnegative Matrix ◽

Remote Sensing Data ◽

Sensing Data ◽

Multispectral Remote Sensing ◽

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

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

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 ◽

Remote Sensing Data ◽

Hyperspectral Remote Sensing ◽

Linear Quadratic ◽

Sensing Data

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 ◽

Remote Sensing Data ◽

Hyperspectral Remote Sensing ◽

Sensing Data ◽

Gradient Based

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 ◽

Spectral Unmixing ◽

Remote Sensing Images ◽

Multispectral Remote Sensing ◽

Linear Spectral Unmixing

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

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

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 ◽

Joint Nonnegative Matrix Factorization ◽

Simultaneous Discovery

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 ◽

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 ◽

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 ◽

Joint Nonnegative Matrix Factorization

Nonnegative Matrix ◽

Network Embedding ◽

2021 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology (USBEREIT) ◽

Algorithm for Recognition of Unidentified Multispectral Remote Sensing Data

10.1109/usbereit51232.2021.9455094 ◽

2021 ◽

Author(s):

Nina S. Vinogradova ◽

Oleg Yu. Ivanov ◽

Natalya Yu. Sevastianova

Keyword(s):

Remote Sensing ◽

Remote Sensing Data ◽

Sensing Data ◽

A Multicenter Soft Supervised Classification Method for Modeling Spectral Diversity in Multispectral Remote Sensing Data

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2021.3079909 ◽

2021 ◽

pp. 1-17

Author(s):

Jifa Guo ◽

Shihong Du

Keyword(s):

Remote Sensing ◽

Supervised Classification ◽

Remote Sensing Data ◽

Classification Method ◽

Sensing Data ◽