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It Takes Two to Tango: Mixup for Deep Metric Learning

Shashanka Venkataramanan , Bill Psomas , Ewa Kijak , Laurent Amsaleg , Konstantinos Karantzalos , et al.
ICLR 2022 - 10th International Conference on Learning Representations, Apr 2022, Virtual, France. pp.1-21
Conference papers hal-03577949v1

Large-Scale Building Reconstruction Through Information Fusion and 3-D Priors

Konstantinos Karantzalos , Nikos Paragios
IEEE Transactions on Geoscience and Remote Sensing, 2010, 48 (5), pp.2283-2296. ⟨10.1109/TGRS.2009.2039220⟩
Journal articles hal-00856071v1

Detailed Land Cover Mapping from Multitemporal Landsat-8 Data of Different Cloud Cover

Christina Karakizi , Konstantinos Karantzalos , Maria Vakalopoulou , Georgia Antoniou
Remote Sensing, 2018, 10 (8), pp.1214. ⟨10.3390/rs10081214⟩
Journal articles hal-01959065v1
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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

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

Per city-block, density estimation at build-up areas from aerial RGB imagery with deep learning

Theodosia Vardoulaki , Maria Vakalopoulou , Konstantinos Karantzalos
Joint Urban Remote Sensing Event (JURSE), Mar 2017, Dubai, United Arab Emirates. ⟨10.1109/JURSE.2017.7924605⟩
Conference papers hal-02423038v1
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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

Integrating edge/boundary priors with classification scores for building detection in very high resolution data

Maria Vakalopoulou , Norbert Bus , Konstantinos Karantzalos , Nikos Paragios
IEEE International geoscience and remote sensing symposium (IGARSS), Jul 2017, Fort Worth, TX, United States. pp.3309-3312, ⟨10.1109/IGARSS.2017.8127705⟩
Conference papers hal-02423036v1
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Graph-Based Registration, Change Detection, and Classification in Very High Resolution Multitemporal Remote Sensing Data

Maria Vakalopoulou , Konstantinos Karantzalos , Nikos Komodakis , Nikos Paragios
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9, pp.2940 - 2951. ⟨10.1109/JSTARS.2016.2557081⟩
Journal articles hal-01413419v1
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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
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Building detection in very high resolution multispectral data with deep learning features

Maria Vakalopoulou , Konstantinos Karantzalos , Nikos Komodakis , Nikos Paragios
Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International, Jul 2015, Milan, Italy. pp.1873-1876, ⟨10.1109/IGARSS.2015.7326158⟩
Conference papers hal-01264084v1