Raffaele Gaetano
Orcid: 0000-0002-9470-4791
According to our database1,
Raffaele Gaetano
authored at least 72 papers
between 2005 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2024
A constrastive semi-supervised deep learning framework for land cover classification of satellite time series with limited labels.
Neurocomputing, January, 2024
2023
A multi-year land use trajectory strategy for non-active agricultural land mapping in sub-humid West Africa.
Int. J. Appl. Earth Obs. Geoinformation, August, 2023
Multisensor Temporal Unsupervised Domain Adaptation for Land Cover Mapping With Spatial Pseudo-Labeling and Adversarial Learning.
IEEE Trans. Geosci. Remote. Sens., 2023
Temporal-Domain Adaptation for Satellite Image Time-Series Land-Cover Mapping With Adversarial Learning and Spatially Aware Self-Training.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
2022
Monitoring Complex Integrated Crop-Livestock Systems at Regional Scale in Brazil: A Big Earth Observation Data Approach.
Remote. Sens., 2022
Comparison of convolutional neural networks for cloudy optical images reconstruction from single or multitemporal joint SAR and optical images.
CoRR, 2022
Estimating Forest Heights and Wood Volume using a Deep Learning Approach from Gedi Waveform Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Unsupervised Domain Adaptation Methods for Land Cover Mapping with Optical Satellite Image Time Series.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
Multisensor Land Cover Classification With Sparsely Annotated Data Based on Convolutional Neural Networks and Self-Distillation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Attentive Spatial Temporal Graph CNN for Land Cover Mapping From Multi Temporal Remote Sensing Data.
IEEE Access, 2021
2020
Object-Based Multi-Temporal and Multi-Source Land Cover Mapping Leveraging Hierarchical Class Relationships.
Remote. Sens., 2020
Analyzing Urban Agriculture's Contribution to a Southern City's Resilience through Land Cover Mapping: The Case of Antananarivo, Capital of Madagascar.
Remote. Sens., 2020
Netw. Sci., 2020
Attentive Weakly Supervised land cover mapping for object-based satellite image time series data with spatial interpretation.
CoRR, 2020
Assessing the optimal preprocessing steps of MODIS time series to map cropping systems in Mato Grosso, Brazil.
Int. J. Appl. Earth Obs. Geoinformation, 2020
Weakly Supervised Learning for Land Cover Mapping of Satellite Image Time Series via Attention-Based CNN.
IEEE Access, 2020
Proceedings of the Neural Information Processing - 27th International Conference, 2020
2019
Remote. Sens., 2019
Object-based multi-temporal and multi-source land cover mapping leveraging hierarchical class relationships.
CoRR, 2019
Supervised level-wise pretraining for recurrent neural network initialization in multi-class classification.
CoRR, 2019
Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2019), 2019
Combining Sentinel-1 and Sentinel-2 Time Series via RNN for Object-Based Land Cover Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Optical image gap filling using deep convolutional autoencoder from optical and radar images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
M<sup>3</sup>Fusion: A Deep Learning Architecture for Multiscale Multimodal Multitemporal Satellite Data Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Remote. Sens., 2018
Remote. Sens., 2018
Deep Recurrent Neural Networks for Winter Vegetation Quality Mapping via Multitemporal SAR Sentinel-1.
IEEE Geosci. Remote. Sens. Lett., 2018
CoRR, 2018
MRFusion: A Deep Learning architecture to fuse PAN and MS imagery for land cover mapping.
CoRR, 2018
M3Fusion: A Deep Learning Architecture for Multi-{Scale/Modal/Temporal} satellite data fusion.
CoRR, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
Land Cover Classification via Multitemporal Spatial Data by Deep Recurrent Neural Networks.
IEEE Geosci. Remote. Sens. Lett., 2017
Deep Recurrent Neural Networks for mapping winter vegetation quality coverage via multi-temporal SAR Sentinel-1.
CoRR, 2017
Land Cover Classification via Multi-temporal Spatial Data by Recurrent Neural Networks.
CoRR, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2015
Marker-Controlled Watershed-Based Segmentation of Multiresolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2015
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Superpixel-based segmentation of remote sensing images through correlation clustering.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
2014
Exploration of Multitemporal COSMO-SkyMed Data via Interactive Tree-Structured MRF Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Interactive segmentation of high resolution synthetic aperture radar data by tree-structured MRF.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013
A convex optimization approach for image resolution enhancement from compressed representations.
Proceedings of the 18th International Conference on Digital Signal Processing, 2013
Proceedings of the Emerging Technologies for 3D Video: Creation, 2013
2012
Parallel implementations of a disparity estimation algorithm based on a Proximal splitting method.
Proceedings of the 2012 Visual Communications and Image Processing, 2012
Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Non-Local smoothness constraints for disparity estimation in a variational framework.
Proceedings of the 20th European Signal Processing Conference, 2012
2011
Proceedings of the IEEE 13th International Workshop on Multimedia Signal Processing (MMSP 2011), 2011
Morphological road segmentation in urban areas from high resolution satellite images.
Proceedings of the 17th International Conference on Digital Signal Processing, 2011
2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the British Machine Vision Conference, 2010
2009
IEEE Trans. Image Process., 2009
IEEE Trans. Geosci. Remote. Sens., 2009
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Recursive Texture Fragmentation and Reconstruction Segmentation Algorithm Applied to VHR Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
Unsupervised hierarchical image segmentation based on the TS-MRF model and fast Mean-Shift clustering.
Proceedings of the 2008 16th European Signal Processing Conference, 2008
2007
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007
2006
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the International Conference on Image Processing, 2006
Identification of image structure by the mean shift procedure for hierarchical MRF-based image segmentation.
Proceedings of the 14th European Signal Processing Conference, 2006
Proceedings of the 14th European Signal Processing Conference, 2006
2005
Multitemporal image classification with automatic building of tree-structured MRF models.
Proceedings of the 13th European Signal Processing Conference, 2005