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ORCIDMaria Papadomanolaki
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2020 – today
- 2022
[c6]Maria Papadomanolaki, Maria Vakalopoulou, Konstantinos Karantzalos:
Deep Learning based Multistep Registration Focusing on Regions of Change. IGARSS 2022: 1948-1951- 2021
- [j3]Maria Papadomanolaki
, Stergios Christodoulidis, Konstantinos Karantzalos, Maria Vakalopoulou:
Unsupervised Multistep Deformable Registration of Remote Sensing Imagery Based on Deep Learning. Remote. Sens. 13(7): 1294 (2021) - [j2]Maria Papadomanolaki, Maria Vakalopoulou, Konstantinos Karantzalos:
A Deep Multitask Learning Framework Coupling Semantic Segmentation and Fully Convolutional LSTM Networks for Urban Change Detection. IEEE Trans. Geosci. Remote. Sens. 59(9): 7651-7668 (2021)
2010 – 2019
- 2019
- [j1]Maria Papadomanolaki, Maria Vakalopoulou, Konstantinos Karantzalos:
A Novel Object-Based Deep Learning Framework for Semantic Segmentation of Very High-Resolution Remote Sensing Data: Comparison with Convolutional and Fully Convolutional Networks. Remote. Sens. 11(6): 684 (2019) - [c5]Maria Papadomanolaki, Sagar Verma, Maria Vakalopoulou, Siddharth Gupta, Konstantinos Karantzalos:
Detecting Urban Changes with Recurrent Neural Networks from Multitemporal Sentinel-2 Data. IGARSS 2019: 214-217 - [c4]Maria Papadomanolaki, Konstantinos Karantzalos, Maria Vakalopoulou:
A Multi-Task Deep Learning Framework Coupling Semantic Segmentation and Image Reconstruction for Very High Resolution Imagery. IGARSS 2019: 1069-1072 - [i1]Maria Papadomanolaki, Sagar Verma, Maria Vakalopoulou, Siddharth Gupta, Konstantinos Karantzalos:
Detecting Urban Changes with Recurrent Neural Networks from Multitemporal Sentinel-2 Data. CoRR abs/1910.07778 (2019) - 2018
- [c3]Maria Papadomanolaki, Maria Vakalopoulou, Nikos Paragios, Konstantinos Karantzalos:
Stacked Encoder-Decoders for Accurate Semantic Segmentation of Very High Resolution Satellite Datasets. IGARSS 2018: 6927-6930 - 2017
- [c2]Maria Papadomanolaki, Maria Vakalopoulou, Konstantinos Karantzalos:
Patch-based deep learning architectures for sparse annotated very high resolution datasets. JURSE 2017: 1-4 - 2016
- [c1]Maria Vakalopoulou, C. Platias, Maria Papadomanolaki, Nikos Paragios, Konstantinos Karantzalos:
Simultaneous registration, segmentation and change detection from multisensor, multitemporal satellite image pairs. IGARSS 2016: 1827-1830
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