Semisupervised Transfer Component Analysis for Domain Adaptation in Remote Sensing Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2014.2377785 ◽

2015 ◽

Vol 53 (7) ◽

pp. 3550-3564 ◽

Author(s):

Giona Matasci ◽

Michele Volpi ◽

Mikhail Kanevski ◽

Lorenzo Bruzzone ◽

Devis Tuia

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Domain Adaptation ◽

Remote Sensing Image ◽

Component Analysis ◽

Remote Sensing Image Classification

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Ensemble of transfer component analysis for domain adaptation in hyperspectral remote sensing image classification

2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2017.8128066 ◽

2017 ◽

Author(s):

Junshi Xia ◽

Naoto Yokoya ◽

Akira Iwasaki

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Domain Adaptation ◽

Remote Sensing Image ◽

Component Analysis ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Image Classification ◽

Hyperspectral Remote Sensing Image

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Multiple Morphological Component Analysis Based Decomposition for Remote Sensing Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2015.2511197 ◽

2016 ◽

Vol 54 (5) ◽

pp. 3083-3102 ◽

Author(s):

Xiang Xu ◽

Jun Li ◽

Xin Huang ◽

Mauro Dalla Mura ◽

Antonio Plaza

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Remote Sensing Image ◽

Component Analysis ◽

Morphological Component Analysis ◽

Remote Sensing Image Classification ◽

Morphological Component

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Supervised and Semi-Supervised Multi-View Canonical Correlation Analysis Ensemble for Heterogeneous Domain Adaptation in Remote Sensing Image Classification

Remote Sensing ◽

10.3390/rs9040337 ◽

2017 ◽

Vol 9 (4) ◽

pp. 337 ◽

Author(s):

Alim Samat ◽

Claudio Persello ◽

Paolo Gamba ◽

Sicong Liu ◽

Jilili Abuduwaili ◽

...

Keyword(s):

Remote Sensing ◽

Correlation Analysis ◽

Image Classification ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Domain Adaptation ◽

Remote Sensing Image ◽

Remote Sensing Image Classification

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Domain Adaptation for Remote Sensing Image Classification: A Low-Rank Reconstruction and Instance Weighting Label Propagation Inspired Algorithm

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2015.2427791 ◽

2015 ◽

Vol 53 (10) ◽

pp. 5677-5689 ◽

Author(s):

Qian Shi ◽

Bo Du ◽

Liangpei Zhang

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Domain Adaptation ◽

Remote Sensing Image ◽

Label Propagation ◽

Low Rank ◽

Remote Sensing Image Classification ◽

Instance Weighting

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(Semi-) Supervised Probabilistic Principal Component Analysis for Hyperspectral Remote Sensing Image Classification

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

10.1109/jstars.2013.2279693 ◽

2014 ◽

Vol 7 (6) ◽

pp. 2224-2236 ◽

Author(s):

Junshi Xia ◽

Jocelyn Chanussot ◽

Peijun Du ◽

Xiyan He

Keyword(s):

Remote Sensing ◽

Principal Component Analysis ◽

Image Classification ◽

Principal Component ◽

Remote Sensing Image ◽

Component Analysis ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Image Classification ◽

Probabilistic Principal Component Analysis ◽

Hyperspectral Remote Sensing Image

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An Unsupervised Domain Adaptation Method for Multi-Modal Remote Sensing Image Classification

2018 26th International Conference on Geoinformatics ◽

10.1109/geoinformatics.2018.8557178 ◽

2018 ◽

Author(s):

Wei Liu ◽

Rongjun Qin ◽

Fulin Su ◽

Kun Hu

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Domain Adaptation ◽

Remote Sensing Image ◽

Unsupervised Domain Adaptation ◽

Remote Sensing Image Classification ◽

Adaptation Method

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Combining Multiple Classifiers for Domain Adaptation of Remote Sensing Image Classification

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

10.1109/jstars.2021.3049527 ◽

2021 ◽

pp. 1-1

Author(s):

Hongkang Wei ◽

Li Ma ◽

Yong Liu ◽

Qian Du

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Domain Adaptation ◽

Remote Sensing Image ◽

Multiple Classifiers ◽

Remote Sensing Image Classification

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Investigating Feature Extraction for Domain Adaptation in Remote Sensing Image Classification

Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods ◽

10.5220/0004199504190424 ◽

2013 ◽

Keyword(s):

Remote Sensing ◽

Feature Extraction ◽

Image Classification ◽

Domain Adaptation ◽

Remote Sensing Image ◽

Remote Sensing Image Classification

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Remote sensing image classification based on multiple morphological component analysis

2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2015.7326343 ◽

2015 ◽

Author(s):

Xiang Xu ◽

Jun Li ◽

Mauro Dalla Mura

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Remote Sensing Image ◽

Component Analysis ◽

Morphological Component Analysis ◽

Remote Sensing Image Classification ◽

Morphological Component

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Superpixel-based principal component analysis for high resolution remote sensing image classification

Multimedia Tools and Applications ◽

10.1007/s11042-019-08224-6 ◽

2019 ◽

Vol 78 (23) ◽

pp. 34173-34191 ◽

Author(s):

Tengfei Su

Keyword(s):

Remote Sensing ◽

Principal Component Analysis ◽

High Resolution ◽

Image Classification ◽

Principal Component ◽

Remote Sensing Image ◽

Component Analysis ◽

Remote Sensing Image Classification

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