Combining transductive and active learning to improve object-based classification of remote sensing images

Remote Sensing Letters ◽

10.1080/2150704x.2016.1142678 ◽

2016 ◽

Vol 7 (4) ◽

pp. 358-367 ◽

Author(s):

Fabio N. Güttler ◽

Dino Ienco ◽

Pascal Poncelet ◽

Maguelonne Teisseire

Keyword(s):

Remote Sensing ◽

Active Learning ◽

Remote Sensing Images ◽

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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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Comparative Analysis of Pixel-Based and Object-Based Classification of High Resolution Remote Sensing Images – A Review

International Journal of Engineering Trends and Technology ◽

10.14445/22315381/ijett-v38p202 ◽

2016 ◽

Vol 38 (1) ◽

pp. 5-11 ◽

Author(s):

Nikita Aggarwal ◽

◽

Mohit srivastava ◽

Maitreyee Dutta

Keyword(s):

Remote Sensing ◽

Comparative Analysis ◽

High Resolution ◽

Remote Sensing Images ◽

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Comparative Analysis of Object-Based and Pixel-Based Classification of High-Resolution Remote Sensing Images for Mapping Coral Reef Geomorphic Zones

Proceedings of the 1st Borobudur International Symposium on Humanities, Economics and Social Sciences (BIS-HESS 2019) ◽

10.2991/assehr.k.200529.208 ◽

2020 ◽

Author(s):

Muhammad Lutfi Mahasinul Akhlaq ◽

Gatot Winarso

Keyword(s):

Remote Sensing ◽

Comparative Analysis ◽

High Resolution ◽

Remote Sensing Images ◽

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Active learning for classification of remote sensing images

2009 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2009.5417857 ◽

2009 ◽

Author(s):

Lorenzo Bruzzone ◽

Claudio Persello

Keyword(s):

Remote Sensing ◽

Active Learning ◽

Remote Sensing Images

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A novel SOM-based active learning technique for classification of remote sensing images with SVM

2012 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2012.6352582 ◽

2012 ◽

Author(s):

Swarnajyoti Patra ◽

Lorenzo Bruzzone

Keyword(s):

Remote Sensing ◽

Active Learning ◽

Remote Sensing Images ◽

Learning Technique

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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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Object-Based Spatial Feature for Classification of Very High Resolution Remote Sensing Images

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2013.2262132 ◽

2013 ◽

Vol 10 (6) ◽

pp. 1572-1576 ◽

Author(s):

Penglin Zhang ◽

Zhiyong Lv ◽

Wenzhong Shi

Keyword(s):

Remote Sensing ◽

High Resolution ◽

Remote Sensing Images ◽

Spatial Feature ◽

Object Based ◽

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A genetic algorithm based cost-sensitive active learning technique for classification of remote sensing images

2012 Tyrrhenian Workshop on Advances in Radar and Remote Sensing (TyWRRS) ◽

10.1109/tywrrs.2012.6381121 ◽

2012 ◽

Author(s):

Begum Demir ◽

Luca Minello ◽

Lorenzo Bruzzone

Keyword(s):

Remote Sensing ◽

Genetic Algorithm ◽

Active Learning ◽

Remote Sensing Images ◽

Learning Technique

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