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authFullName_s : Maria Papadomanolaki

Patch-based deep learning architectures for sparse annotated very high resolution datasets

Maria Papadomanolaki , Maria Vakalopoulou , Konstantinos Karantzalos
Joint Urban Remote Sensing Event (JURSE), Mar 2017, Dubai, United Arab Emirates. ⟨10.1109/JURSE.2017.7924538⟩
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
Remote Sensing, 2021, 13 (7), ⟨10.3390/rs13071294⟩
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
International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2016, Beijing, China. ⟨10.1109/IGARSS.2016.7729469⟩
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
Remote Sensing, 2019, 11 (6), pp.684. ⟨10.3390/rs11060684⟩
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
IGARSS 2019 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. ⟨10.1109/igarss.2019.8898133⟩
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