Centroid and Covariance Alignment-Based Domain Adaptation for Unsupervised Classification of Remote Sensing Images

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2018.2872850 ◽

2019 ◽

Vol 57 (4) ◽

pp. 2305-2323 ◽

Author(s):

Li Ma ◽

Melba M. Crawford ◽

Lei Zhu ◽

Yong Liu

Keyword(s):

Remote Sensing ◽

Domain Adaptation ◽

Unsupervised Classification ◽

Remote Sensing Images

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Triplet Adversarial Domain Adaptation for Pixel-Level Classification of VHR Remote Sensing Images

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2019.2958123 ◽

2020 ◽

Vol 58 (5) ◽

pp. 3558-3573 ◽

Author(s):

Liang Yan ◽

Bin Fan ◽

Hongmin Liu ◽

Chunlei Huo ◽

Shiming Xiang ◽

...

Keyword(s):

Remote Sensing ◽

Domain Adaptation ◽

Remote Sensing Images

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Deep neural network-based domain adaptation for classification of remote sensing images

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.11.042612 ◽

2017 ◽

Vol 11 (04) ◽

pp. 1 ◽

Author(s):

Li Ma ◽

Jiazhen Song

Keyword(s):

Neural Network ◽

Remote Sensing ◽

Deep Neural Network ◽

Domain Adaptation ◽

Remote Sensing Images

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Unsupervised classification of high-resolution remote-sensing images under edge constraints

MIPPR 2017: Pattern Recognition and Computer Vision ◽

10.1117/12.2285777 ◽

2018 ◽

Author(s):

Wenying Ge ◽

Guoying Liu

Keyword(s):

Remote Sensing ◽

High Resolution ◽

Unsupervised Classification ◽

Remote Sensing Images

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A Sensor-Driven Hierarchical Method for Domain Adaptation in Classification of Remote Sensing Images

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2017.2761839 ◽

2018 ◽

Vol 56 (3) ◽

pp. 1308-1324 ◽

Author(s):

Claudia Paris ◽

Lorenzo Bruzzone

Keyword(s):

Remote Sensing ◽

Domain Adaptation ◽

Remote Sensing Images ◽

Hierarchical Method

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A sensor-driven domain adaptation method for the classification of remote sensing images

2014 IEEE Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2014.6946387 ◽

2014 ◽

Author(s):

Claudia Paris ◽

Lorenzo Bruzzone

Keyword(s):

Remote Sensing ◽

Domain Adaptation ◽

Remote Sensing Images ◽

Adaptation Method

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A cluster ensemble method for robust unsupervised classification of VHR remote sensing images

2011 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2011.6049820 ◽

2011 ◽

Author(s):

Naif Alajlan ◽

Nassim Ammour ◽

Yakoub Bazi ◽

Haikel Hichri

Keyword(s):

Remote Sensing ◽

Unsupervised Classification ◽

Ensemble Method ◽

Remote Sensing Images ◽

Cluster Ensemble

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A novel active learning strategy for domain adaptation in the classification of remote sensing images

2011 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2011.6050033 ◽

2011 ◽

Author(s):

Claudio Persello ◽

Lorenzo Bruzzone

Keyword(s):

Remote Sensing ◽

Active Learning ◽

Learning Strategy ◽

Domain Adaptation ◽

Remote Sensing Images ◽

Active Learning Strategy

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Domain Adaptation Using Representation Learning for the Classification of Remote Sensing Images

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

10.1109/jstars.2017.2711360 ◽

2017 ◽

Vol 10 (9) ◽

pp. 4198-4209 ◽

Author(s):

Ahmed Elshamli ◽

Graham W. Taylor ◽

Aaron Berg ◽

Shawki Areibi

Keyword(s):

Remote Sensing ◽

Domain Adaptation ◽

Representation Learning ◽

Remote Sensing Images

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Class-Wise Distribution Adaptation for Unsupervised Classification of Hyperspectral Remote Sensing Images

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2020.2997863 ◽

2020 ◽

pp. 1-14 ◽

Author(s):

Zixu Liu ◽

Li Ma ◽

Qian Du

Keyword(s):

Remote Sensing ◽

Unsupervised Classification ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Images ◽

Hyperspectral Remote Sensing Images

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Augmented Associative Learning-Based Domain Adaptation for Classification of Hyperspectral Remote Sensing Images

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

10.1109/jstars.2020.3030304 ◽

2020 ◽

Vol 13 ◽

pp. 6236-6248

Author(s):

Min Chen ◽

Li Ma ◽

Wenjin Wang ◽

Qian Du

Keyword(s):

Remote Sensing ◽

Associative Learning ◽

Domain Adaptation ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Images ◽

Hyperspectral Remote Sensing Images

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