Active Learning for Domain Adaptation in the Supervised Classification of Remote Sensing Images

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2012.2192740 ◽

2012 ◽

Vol 50 (11) ◽

pp. 4468-4483 ◽

Author(s):

Claudio Persello ◽

Lorenzo Bruzzone

Keyword(s):

Remote Sensing ◽

Active Learning ◽

Supervised Classification ◽

Domain Adaptation ◽

Remote Sensing Images

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Definition of Effective Training Sets for Supervised Classification of Remote Sensing Images by a Novel Cost-Sensitive Active Learning Method

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2013.2249522 ◽

2014 ◽

Vol 52 (2) ◽

pp. 1272-1284 ◽

Author(s):

Begum Demir ◽

Luca Minello ◽

Lorenzo Bruzzone

Keyword(s):

Remote Sensing ◽

Active Learning ◽

Supervised Classification ◽

Learning Method ◽

Remote Sensing Images ◽

Effective Training ◽

Active Learning Method ◽

Definition Of ◽

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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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Interactive Domain Adaptation for the Classification of Remote Sensing Images Using Active Learning

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2012.2220516 ◽

2013 ◽

Vol 10 (4) ◽

pp. 736-740 ◽

Author(s):

C. Persello

Keyword(s):

Remote Sensing ◽

Active Learning ◽

Domain Adaptation ◽

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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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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A novel approach for semi-supervised classification of remote sensing images using a clustering-based selection of training data according to their GMM responsibilities

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

10.1109/igarss.2017.8128058 ◽

2017 ◽

Author(s):

Victor-Emil Neagoe ◽

Vlad Chirila-Berbentea

Keyword(s):

Remote Sensing ◽

Supervised Classification ◽

Training Data ◽

Remote Sensing Images ◽

Novel Approach ◽

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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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A novel T/sup 2/-SVM for partially supervised classification of multitemporal remote sensing images

Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05. ◽

10.1109/igarss.2005.1525653 ◽

2005 ◽

Author(s):

L. Bruzzone ◽

M. Marconcini

Keyword(s):

Remote Sensing ◽

Supervised Classification ◽

Remote Sensing Images ◽

Multitemporal Remote Sensing

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Model-based active learning for SVM classification of remote sensing images

2010 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2010.5652171 ◽

2010 ◽

Author(s):

Edoardo Pasolli ◽

Farid Melgani

Keyword(s):

Remote Sensing ◽

Active Learning ◽

Remote Sensing Images ◽

Svm Classification ◽

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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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