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

Mapping Intimacies ◽

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

Download Full-text

Change Detection of Remote Sensing Images based on Weighted Nonnegative Matrix Factorization

2019 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp) ◽

10.1109/multi-temp.2019.8866946 ◽

2019 ◽

Author(s):

Hui Wu ◽

Heng-Chao Lit ◽

Gang Yang ◽

Wen Yang

Keyword(s):

Remote Sensing ◽

Change Detection ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Remote Sensing Images

Download Full-text

Proportion Estimation of Urban Mixed Scenes Based on Nonnegative Matrix Factorization for High Spatial Resolution Remote Sensing Images

10.1109/igarss47720.2021.9553421 ◽

2021 ◽

Author(s):

Jiale Chen ◽

Qiqi Zhu ◽

Xiongli Sun ◽

Qingfeng Guan

Keyword(s):

Remote Sensing ◽

Spatial Resolution ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

High Spatial Resolution ◽

Nonnegative Matrix ◽

Remote Sensing Images ◽

Proportion Estimation

Download Full-text

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

Download Full-text

Cloud removal in remote sensing images using nonnegative matrix factorization and error correction

ISPRS Journal of Photogrammetry and Remote Sensing ◽

10.1016/j.isprsjprs.2018.12.013 ◽

2019 ◽

Vol 148 ◽

pp. 103-113 ◽

Cited By ~ 45

Author(s):

Xinghua Li ◽

Liyuan Wang ◽

Qing Cheng ◽

Penghai Wu ◽

Wenxia Gan ◽

...

Keyword(s):

Remote Sensing ◽

Error Correction ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Remote Sensing Images ◽

Cloud Removal

Download Full-text

Unsupervised change detection of remote sensing images based on semi-nonnegative matrix factorization

2014 IEEE Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2014.6946669 ◽

2014 ◽

Cited By ~ 1

Author(s):

Heng-Chao Li ◽

Nathan Longbotham ◽

William J. Emery

Keyword(s):

Remote Sensing ◽

Change Detection ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Remote Sensing Images

Download Full-text

Deep Semi-Nonnegative Matrix Factorization Based Unsupervised Change Detection of Remote Sensing Images

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2018.8519082 ◽

2018 ◽

Cited By ~ 2

Author(s):

Gang Yang ◽

Heng-Chao Li ◽

Wen Yang ◽

William J. Emery

Keyword(s):

Remote Sensing ◽

Change Detection ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Remote Sensing Images

Download Full-text

Proportion Estimation for Urban Mixed Scenes Based on Nonnegative Matrix Factorization for High-Spatial Resolution Remote Sensing Images

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

10.1109/jstars.2021.3119988 ◽

2021 ◽

pp. 1-1

Author(s):

Qiqi Zhu ◽

Jiale Chen ◽

Linlin Wang ◽

Qingfeng Guan

Keyword(s):

Remote Sensing ◽

Spatial Resolution ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

High Spatial Resolution ◽

Nonnegative Matrix ◽

Remote Sensing Images ◽

Proportion Estimation

Download Full-text

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

Download Full-text

A new method on class-of-interest oriented spectral unmixing based on nonnegative matrix factorization

Remote Sensing and Smart City ◽

10.2495/rssc140401 ◽

2014 ◽

Author(s):

L.G. Wang ◽

Z.J. Zhao ◽

S.Y. Hao

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Spectral Unmixing ◽

New Method

Download Full-text

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

Download Full-text