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Patch-based deep learning architectures for sparse annotated very high resolution datasets
Maria Papadomanolaki
,
Maria Vakalopoulou
,
Konstantinos Karantzalos
Conference papers
hal-02423037v1
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Unsupervised Multistep Deformable Registration of Remote Sensing Imagery Based on Deep Learning
Maria Papadomanolaki
,
Stergios Christodoulidis
,
Konstantinos Karantzalos
,
Maria Vakalopoulou
Journal articles
hal-03538150v1
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Simultaneous registration, segmentation and change detection from multisensor, multitemporal satellite image pairs.
Maria Vakalopoulou
,
Christos Platias
,
Maria Papadomanolaki
,
Nikos Paragios
,
Konstantinos Karantzalos
Conference papers
hal-01413373v1
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A Deep Multi-Task Learning Framework Coupling Semantic Segmentation and Fully Convolutional LSTM Networks for Urban Change Detection
Maria Papadomanolaki
,
Maria Vakalopoulou
,
Konstantinos Karantzalos
IEEE Transactions on Geoscience and Remote Sensing, 2021
Journal articles
hal-03140492v1
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Detecting urban changes with recurrent neural networks from multitemporal Sentinel-2 data
Maria Papadomanolaki
,
Sagar Verma
,
Maria Vakalopoulou
,
Siddharth Gupta
,
Konstantinos Karantzalos
IGARSS 2019 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan
Conference papers
hal-02266094v1
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A Novel Object-Based Deep Learning Framework for Semantic Segmentation of Very High-Resolution Remote Sensing Data: Comparison with Convolutional and Fully Convolutional Networks
Maria Papadomanolaki
,
Maria Vakalopoulou
,
Konstantinos Karantzalos
Journal articles
hal-02078539v1
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A multi-task deep learning framework coupling semantic segmentation and image reconstruction for very high resolution imagery
Maria Papadomanolaki
,
Konstantinos Karantzalos
,
Maria Vakalopoulou
Conference papers
hal-02266085v1
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Stacked Encoder-Decoders for Accurate Semantic Segmentation of Very High Resolution Satellite Datasets
Maria Papadomanolaki
,
Maria Vakalopoulou
,
Nikos Paragios
,
Konstantinos Karantzalos
IGARSS 2018 - 38th annual International Geoscience and Remote Sensing Symposium, Jul 2018, Valencia, Spain. pp.1-4
Conference papers
hal-01870857v1
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