Maria Papadomanolaki

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 10

Top Topics

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Maria Papadomanolaki, Maria Vakalopoulou, Konstantinos Karantzalos
Deep Learning based Multistep Registration Focusing on Regions of Change. IGARSS (2022)
Maria Papadomanolaki, Stergios Christodoulidis, Konstantinos Karantzalos, Maria Vakalopoulou
Unsupervised Multistep Deformable Registration of Remote Sensing Imagery Based on Deep Learning. Remote. Sens. 13 (7) (2021)
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) (2021)
Maria Papadomanolaki, Sagar Verma, Maria Vakalopoulou, Siddharth Gupta, Konstantinos Karantzalos
Detecting Urban Changes with Recurrent Neural Networks from Multitemporal Sentinel-2 Data. IGARSS (2019)
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)
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) (2019)
Maria Papadomanolaki, Sagar Verma, Maria Vakalopoulou, Siddharth Gupta, Konstantinos Karantzalos
Detecting Urban Changes with Recurrent Neural Networks from Multitemporal Sentinel-2 Data. CoRR (2019)
Maria Papadomanolaki, Maria Vakalopoulou, Nikos Paragios, Konstantinos Karantzalos
Stacked Encoder-Decoders for Accurate Semantic Segmentation of Very High Resolution Satellite Datasets. IGARSS (2018)
Maria Papadomanolaki, Maria Vakalopoulou, Konstantinos Karantzalos
Patch-based deep learning architectures for sparse annotated very high resolution datasets. JURSE (2017)
Maria Vakalopoulou, C. Platias, Maria Papadomanolaki, Nikos Paragios, Konstantinos Karantzalos
Simultaneous registration, segmentation and change detection from multisensor, multitemporal satellite image pairs. IGARSS (2016)