Deep Learning Based Multistep Registration Focusing on Regions of Change
Published in IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium, 2022
Publications
A Deep Multitask Learning Framework Coupling Semantic Segmentation and Fully Convolutional LSTM Networks for Urban Change Detection
Published in IEEE Transactions on Geoscience and Remote Sensing, 2021
Urban Change Detection Based on Semantic Segmentation and Fully Convolutional LSTM Networks.
Published in ISPRS Annals of Photogrammetry, Remote Sensing & Spatial Information Sciences, 2020
Urban Change Detection Based on Semantic Segmentation and Fully Convolutional LSTM Networks.
Published in ISPRS Annals of Photogrammetry, Remote Sensing & Spatial Information Sciences, 2020
A Multi-Task Deep Learning Framework Coupling Semantic Segmentation and Image Reconstruction for Very High Resolution Imagery
Published in IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Detecting Urban Changes with Recurrent Neural Networks from Multitemporal Sentinel-2 Data
Published in IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
A Novel Object-Based Deep Learning Framework for Semantic Segmentation of Very High-Resolution Remote Sensing Data: Comparison with Convolutional and Fully Convolutional Networks
Published in Remote Sensing, 2019
Stacked Encoder-Decoders for Accurate Semantic Segmentation of Very High Resolution Satellite Datasets
Published in IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Patch-Based Deep Learning Architectures for Sparse Annotated Very High Resolution Datasets
Published in Joint Urban Remote Sensing Event (JURSE), 2017
Simultaneous Registration, Segmentation and Change Detection from Multisensor, Multitemporal Satellite Image Pairs
Published in IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2016
Benchmarking Deep Learning Frameworks for the Classification of Very High Resolution Satellite Multispectral Data
Published in ISPRS Annals of Photogrammetry, Remote Sensing & Spatial Information Sciences, 2016