Raffaele Gaetano

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 43

Top Venues

CoRR

IGARSS

Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

University of Naples Federico II, Italy (PHD)

Education History

University of Naples Federico II, Italy

PHD

Publications

Dino Ienco, Raffaele Gaetano, Roberto Interdonato
A constrastive semi-supervised deep learning framework for land cover classification of satellite time series with limited labels. Neurocomputing 567 (2024)
Enzo Castro Alvarado, Agnès Bégué, Louise Leroux, Raffaele Gaetano
A multi-year land use trajectory strategy for non-active agricultural land mapping in sub-humid West Africa. Int. J. Appl. Earth Obs. Geoinformation 122 (2023)
Emmanuel Capliez, Dino Ienco, Raffaele Gaetano, Nicolas N. Baghdadi, Adrien Hadj-Salah, Matthieu Le Goff, Florient Chouteau
Multisensor Temporal Unsupervised Domain Adaptation for Land Cover Mapping With Spatial Pseudo-Labeling and Adversarial Learning. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Emmanuel Capliez, Dino Ienco, Raffaele Gaetano, Nicolas N. Baghdadi, Adrien Hadj-Salah
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. 16 (2023)
Rémi Cresson, Nicolas Narçon, Raffaele Gaetano, Aurore Dupuis, Yannick Tanguy, Stéphane May, Benjamin Commandré
Comparison of convolutional neural networks for cloudy optical images reconstruction from single or multitemporal joint SAR and optical images. CoRR (2022)
E. Capliez, Dino Ienco, Raffaele Gaetano, Nicolas N. Baghdadi, A. Hadj Salah
Unsupervised Domain Adaptation Methods for Land Cover Mapping with Optical Satellite Image Time Series. IGARSS (2022)
Ibrahim Fayad, Dino Ienco, Nicolas N. Baghdadi, Raffaele Gaetano, Clayton Alcarde Alvares, Jose-Luiz Stape, Henrique Ferraço Scolforo, Guerric le Maire
Estimating Forest Heights and Wood Volume using a Deep Learning Approach from Gedi Waveform Data. IGARSS (2022)
Patrick Calvano Kuchler, Margareth Simões, Rodrigo P. D. Ferraz, Damien Arvor, Pedro Luiz Oliveira de Almeida Machado, Marcos R. Rosa, Raffaele Gaetano, Agnès Bégué
Monitoring Complex Integrated Crop-Livestock Systems at Regional Scale in Brazil: A Big Earth Observation Data Approach. Remote. Sens. 14 (7) (2022)
Yawogan Jean Eudes Gbodjo, Olivier Montet, Dino Ienco, Raffaele Gaetano, Stéphane Dupuy
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. 14 (2021)
Alessandro Michele Censi, Dino Ienco, Yawogan Jean Eudes Gbodjo, Ruggero Gaetano Pensa, Roberto Interdonato, Raffaele Gaetano
Attentive Spatial Temporal Graph CNN for Land Cover Mapping From Multi Temporal Remote Sensing Data. IEEE Access 9 (2021)
Roberto Interdonato, Raffaele Gaetano, Danny Lo Seen, Mathieu Roche, Giuseppe Scarpa
Extracting multilayer networks from Sentinel-2 satellite image time series. Netw. Sci. 8 (S1) (2020)
Stéphane Dupuy, Laurence Defrise, Valentine Lebourgeois, Raffaele Gaetano, Perrine Burnod, Jean-Philippe Tonneau
Analyzing Urban Agriculture's Contribution to a Southern City's Resilience through Land Cover Mapping: The Case of Antananarivo, Capital of Madagascar. Remote. Sens. 12 (12) (2020)
Dino Ienco, Yawogan Jean Eudes Gbodjo, Raffaele Gaetano, Roberto Interdonato
Weakly Supervised Learning for Land Cover Mapping of Satellite Image Time Series via Attention-Based CNN. IEEE Access 8 (2020)
Dino Ienco, Roberto Interdonato, Raffaele Gaetano
Supervised Level-Wise Pretraining for Sequential Data Classification. ICONIP (5) (2020)
Yawogan Jean Eudes Gbodjo, Dino Ienco, Louise Leroux, Roberto Interdonato, Raffaele Gaetano, Babacar Ndao
Object-Based Multi-Temporal and Multi-Source Land Cover Mapping Leveraging Hierarchical Class Relationships. Remote. Sens. 12 (17) (2020)
Patrick Calvano Kuchler, Agnès Bégué, Margareth Simões, Raffaele Gaetano, Damien Arvor, Rodrigo P. D. Ferraz
Assessing the optimal preprocessing steps of MODIS time series to map cropping systems in Mato Grosso, Brazil. Int. J. Appl. Earth Obs. Geoinformation 92 (2020)
Yawogan Jean Eudes Gbodjo, Dino Ienco, Louise Leroux, Roberto Interdonato, Raffaele Gaetano
Fine grained classification for multi-source land cover mapping. CoRR (2020)
Dino Ienco, Yawogan Jean Eudes Gbodjo, Roberto Interdonato, Raffaele Gaetano
Attentive Weakly Supervised land cover mapping for object-based satellite image time series data with spatial interpretation. CoRR (2020)
Rémi Cresson, Dino Ienco, Raffaele Gaetano, Kenji Ose, Dinh Ho Tong Minh
Optical image gap filling using deep convolutional autoencoder from optical and radar images. IGARSS (2019)
Yawogan Jean Eudes Gbodjo, Louise Leroux, Raffaele Gaetano, Babacar Ndao
RNN-based Multi-Source Land Cover Mapping: An Application to West African Landscape. MACLEAN@PKDD/ECML (2019)
Yawogan Jean Eudes Gbodjo, Dino Ienco, Louise Leroux, Roberto Interdonato, Raffaele Gaetano, Babacar Ndao, Stéphane Dupuy
Object-based multi-temporal and multi-source land cover mapping leveraging hierarchical class relationships. CoRR (2019)
Dino Ienco, Raffaele Gaetano, Roberto Interdonato, Kenji Ose, Dinh Ho Tong Minh
Combining Sentinel-1 and Sentinel-2 Time Series via RNN for Object-Based Land Cover Classification. IGARSS (2019)
Massimiliano Gargiulo, Antonio Mazza, Raffaele Gaetano, Giuseppe Ruello, Giuseppe Scarpa
Fast Super-Resolution of 20 m Sentinel-2 Bands Using Convolutional Neural Networks. Remote. Sens. 11 (22) (2019)
Dino Ienco, Roberto Interdonato, Raffaele Gaetano
Supervised level-wise pretraining for recurrent neural network initialization in multi-class classification. CoRR (2019)
Raffaele Gaetano, Dino Ienco, Kenji Ose, Rémi Cresson
A Two-Branch CNN Architecture for Land Cover Classification of PAN and MS Imagery. Remote. Sens. 10 (11) (2018)
Roberto Interdonato, Dino Ienco, Raffaele Gaetano, Kenji Ose
DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn. CoRR (2018)
Dino Ienco, Raffaele Gaetano, Roberto Interdonato, Kenji Ose, Dinh Ho Tong Minh
Combining Sentinel-1 and Sentinel-2 Time Series via RNN for object-based land cover classification. CoRR (2018)
Paola Benedetti, Dino Ienco, Raffaele Gaetano, Kenji Ose, Ruggero G. Pensa, Stéphane Dupuy
Fusion: A Deep Learning Architecture for Multiscale Multimodal Multitemporal Satellite Data Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (12) (2018)
Giuseppe Scarpa, Massimiliano Gargiulo, Antonio Mazza, Raffaele Gaetano
A CNN-Based Fusion Method for Feature Extraction from Sentinel Data. Remote. Sens. 10 (2) (2018)
Antonio Marra, Massimiliano Gargiulo, Giuseppe Scarpa, Raffaele Gaetano
Estimating the NDVI from SAR by Convolutional Neural Networks. IGARSS (2018)
Raffaele Gaetano, Dino Ienco, Kenji Ose, Rémi Cresson
MRFusion: A Deep Learning architecture to fuse PAN and MS imagery for land cover mapping. CoRR (2018)
Massimiliano Gargiulo, Antonio Mazza, Raffaele Gaetano, Giuseppe Ruello, Giuseppe Scarpa
A CNN-Based Fusion Method for Super-Resolution of Sentinel-2 Data. IGARSS (2018)
Paola Benedetti, Dino Ienco, Raffaele Gaetano, Kenji Ose, Ruggero G. Pensa, Stéphane Dupuy
M3Fusion: A Deep Learning Architecture for Multi-{Scale/Modal/Temporal} satellite data fusion. CoRR (2018)
Dinh Ho Tong Minh, Dino Ienco, Raffaele Gaetano, Nathalie Lalande, Emile Ndikumana, Faycal Osman, Pierre Maurel
Deep Recurrent Neural Networks for Winter Vegetation Quality Mapping via Multitemporal SAR Sentinel-1. IEEE Geosci. Remote. Sens. Lett. 15 (3) (2018)
Dinh Ho Tong Minh, Dino Ienco, Raffaele Gaetano, Nathalie Lalande, Emile Ndikumana, Faycal Osman, Pierre Maurel
Deep Recurrent Neural Networks for mapping winter vegetation quality coverage via multi-temporal SAR Sentinel-1. CoRR (2017)
Dino Ienco, Raffaele Gaetano, Claire Dupaquier, Pierre Maurel
Land Cover Classification via Multi-temporal Spatial Data by Recurrent Neural Networks. CoRR (2017)
Raffaele Gaetano, Davide Cozzolino, Luca D'Amiano, Luisa Verdoliva, Giovanni Poggi
Fusion of sar-optical data for land cover monitoring. IGARSS (2017)
Dino Ienco, Raffaele Gaetano, Claire Dupaquier, Pierre Maurel
Land Cover Classification via Multitemporal Spatial Data by Deep Recurrent Neural Networks. IEEE Geosci. Remote. Sens. Lett. 14 (10) (2017)
Raffaele Gaetano, Giuseppe Masi, Giovanni Poggi, Luisa Verdoliva, Giuseppe Scarpa
Marker-Controlled Watershed-Based Segmentation of Multiresolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 53 (6) (2015)
Giuseppe Masi, Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa
Superpixel-based segmentation of remote sensing images through correlation clustering. IGARSS (2015)
Giuseppe Masi, Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa
A ground truth design tool for multiresolution images. IGARSS (2015)
Luisa Verdoliva, Raffaele Gaetano, Giuseppe Ruello, Giovanni Poggi
Optical-Driven Nonlocal SAR Despeckling. IEEE Geosci. Remote. Sens. Lett. 12 (2) (2015)
Stanislav Mikes, Michal Haindl, Giuseppe Scarpa, Raffaele Gaetano
Benchmarking of Remote Sensing Segmentation Methods. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (5) (2015)
Luisa Verdoliva, Donato Amitrano, Raffaele Gaetano, Giuseppe Ruello, Giovanni Poggi
SAR despeckling guided by an optical image. IGARSS (2014)
Raffaele Gaetano, Donato Amitrano, Giuseppe Masi, Giovanni Poggi, Giuseppe Ruello, Luisa Verdoliva, Giuseppe Scarpa
Interactive segmentation of high resolution synthetic aperture radar data by tree-structured MRF. IGARSS (2014)
Raffaele Gaetano, Donato Amitrano, Giuseppe Masi, Giovanni Poggi, Giuseppe Ruello, Luisa Verdoliva, Giuseppe Scarpa
Exploration of Multitemporal COSMO-SkyMed Data via Interactive Tree-Structured MRF Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (7) (2014)
Giuseppe Scarpa, Giuseppe Masi, Raffaele Gaetano, Luisa Verdoliva, Giovanni Poggi
Dynamic Hierarchical Segmentation of Remote Sensing Images. ICIAP (1) (2013)
Giuseppe Masi, Giuseppe Scarpa, Raffaele Gaetano, Giovanni Poggi
A Watershed-Based Segmentation Technique for Multiresolution Data. ICIAP (1) (2013)
Raffaele Gaetano, Béatrice Pesquet-Popescu, Caroline Chaux
A convex optimization approach for image resolution enhancement from compressed representations. DSP (2013)
Raffaele Gaetano, Giuseppe Masi, Giuseppe Scarpa, Giovanni Poggi
A marker-controlled watershed segmentation: Edge, mark and fill. IGARSS (2012)
Raffaele Gaetano, Giovanni Chierchia, Béatrice Pesquet-Popescu
Parallel implementations of a disparity estimation algorithm based on a Proximal splitting method. VCIP (2012)
Raffaele Gaetano, Giovanni Chierchia, Béatrice Pesquet-Popescu
Non-Local smoothness constraints for disparity estimation in a variational framework. EUSIPCO (2012)
Giuseppe Scarpa, Giuseppe Masi, Luisa Verdoliva, Giovanni Poggi, Raffaele Gaetano
Recursive-TFR Algorithm for Segmentation of Remotely Sensed Images. SITIS (2012)
Raffaele Gaetano, Béatrice Pesquet-Popescu
OpenCL implementation of motion estimation for cloud video processing. MMSP (2011)
Raffaele Gaetano, Josiane Zerubia, Giuseppe Scarpa, Giovanni Poggi
Morphological road segmentation in urban areas from high resolution satellite images. DSP (2011)
Raffaele Gaetano, Giuseppe Scarpa, Tamás Szirányi
Graph-based Analysis of Textured Images for Hierarchical Segmentation. BMVC (2010)
Giuseppe Masi, Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi
Dynamic segmentation for image information mining. IGARSS (2010)
Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi
Hierarchical Texture-Based Segmentation of Multiresolution Remote-Sensing Images. IEEE Trans. Geosci. Remote. Sens. 47 (7-2) (2009)
Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi
Texture-Based Segmentation of Very High Resolution Remote-Sensing Images. ISDA (2009)
Giuseppe Scarpa, Raffaele Gaetano, Michal Haindl, Josiane Zerubia
Hierarchical Multiple Markov Chain Model for Unsupervised Texture Segmentation. IEEE Trans. Image Process. 18 (8) (2009)
Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi
Advances in Texture-based Segmentation of High Resolution Remote Sensing Imagery. IGARSS (4) (2009)
Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi
Recursive Texture Fragmentation and Reconstruction Segmentation Algorithm Applied to VHR Images. IGARSS (4) (2009)
Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi, Josiane Zerubia
Unsupervised hierarchical image segmentation based on the TS-MRF model and fast Mean-Shift clustering. EUSIPCO (2008)
Giuseppe Scarpa, Raffaele Gaetano, Giovanni Poggi
Texture image segmentation by hierarchical modeling. EUSIPCO (2008)
Raffaele Gaetano, Gabriele Moser, Giovanni Poggi, Giuseppe Scarpa, Sebastiano B. Serpico
Region-Based Classification of Multisensor Optical-SAR Images. IGARSS (4) (2008)
Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi
A hierarchical segmentation algorithm for multiresolution satellite images. IGARSS (2007)
Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa
Hierarchical Mrf-Based Segmentation of Remote-Sensing Images. ICIP (2006)
Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa
Identification of image structure by the mean shift procedure for hierarchical MRF-based image segmentation. EUSIPCO (2006)
Marco Cagnazzo, Raffaele Gaetano, Sara Parrilli, Luisa Verdoliva
Region based compression of multispectral images by classified KLT. EUSIPCO (2006)
Marco Cagnazzo, Raffaele Gaetano, Sara Parrilli, Luisa Verdoliva
Adaptive Region-Based Compression of Multispectral Images. ICIP (2006)
Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa
Multitemporal image classification with automatic building of tree-structured MRF models. EUSIPCO (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Raffaele Gaetano