Raffaele Gaetano

79 papers A 1B 2C 18Journal 39Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	SAHARA: Heterogeneous Semi-Supervised Transfer Learning With Adversarial Adaptation and Dynamic Pseudo-Labeling. IEEE Geosci. Remote. Sens. Lett. Giuseppe Guarino, Cássio F. Dantas, Dino Ienco, Raffaele Gaetano, Gemine Vivone, Matteo Ciotola, Giuseppe Scarpa
2025	J	`jnl`	Geographical Context Matters: Bridging Fine and Coarse Spatial Information to Enhance Continental Land Cover Mapping. CoRR Babak Ghassemi, Cássio Fraga Dantas, Raffaele Gaetano, Dino Ienco, Omid Ghorbanzadeh, Emma Izquierdo-Verdiguier, Francesco Vuolo
2024	J	`jnl`	A constrastive semi-supervised deep learning framework for land cover classification of satellite time series with limited labels. Neurocomputing Dino Ienco, Raffaele Gaetano, Roberto Interdonato
2024	C	`conf`	Joint Cloud Removal and Classification of Sentinel-2 Image Time Series for Agricultural Land Cover Mapping in Northern Benin. IGARSS Bruno Bio Nikki Sarè, Raffaele Gaetano, Roberto Interdonato, Yvon Carmen Hountondji, Dino Ienco, Cássio Fraga Dantas
2024	J	`jnl`	Reuse out-of-year data to enhance land cover mapping via feature disentanglement and contrastive learning. CoRR Cássio Fraga Dantas, Raffaele Gaetano, Claudia Paris, Dino Ienco
2024	J	`jnl`	Semi Supervised Heterogeneous Domain Adaptation via Disentanglement and Pseudo-Labelling. CoRR Cássio F. Dantas, Raffaele Gaetano, Dino Ienco
2024	—	`conf`	Semi-supervised Heterogeneous Domain Adaptation via Disentanglement and Pseudo-labelling. ECML/PKDD (3) Cássio F. Dantas, Raffaele Gaetano, Dino Ienco
2023	J	`jnl`	A multi-year land use trajectory strategy for non-active agricultural land mapping in sub-humid West Africa. Int. J. Appl. Earth Obs. Geoinformation Enzo Castro Alvarado, Agnès Bégué, Louise Leroux, Raffaele Gaetano
2023	J	`jnl`	Multisensor Temporal Unsupervised Domain Adaptation for Land Cover Mapping With Spatial Pseudo-Labeling and Adversarial Learning. IEEE Trans. Geosci. Remote. Sens. Emmanuel Capliez, Dino Ienco, Raffaele Gaetano, Nicolas N. Baghdadi, Adrien Hadj-Salah, Matthieu Le Goff, Florient Chouteau
2023	J	`jnl`	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. Emmanuel Capliez, Dino Ienco, Raffaele Gaetano, Nicolas N. Baghdadi, Adrien Hadj-Salah
2022	J	`jnl`	Comparison of convolutional neural networks for cloudy optical images reconstruction from single or multitemporal joint SAR and optical images. CoRR Rémi Cresson, Nicolas Narçon, Raffaele Gaetano, Aurore Dupuis, Yannick Tanguy, Stéphane May, Benjamin Commandré
2022	C	`conf`	Estimating Forest Heights and Wood Volume using a Deep Learning Approach from Gedi Waveform Data. IGARSS Ibrahim Fayad, Dino Ienco, Nicolas N. Baghdadi, Raffaele Gaetano, Clayton Alcarde Alvares, Jose-Luiz Stape, Henrique Ferraço Scolforo, Guerric le Maire
2022	J	`jnl`	Monitoring Complex Integrated Crop-Livestock Systems at Regional Scale in Brazil: A Big Earth Observation Data Approach. Remote. Sens. Patrick Calvano Kuchler, Margareth Simões, Rodrigo P. D. Ferraz, Damien Arvor, Pedro Luiz Oliveira de Almeida Machado, Marcos Reis Rosa, Raffaele Gaetano, Agnès Bégué
2022	C	`conf`	Unsupervised Domain Adaptation Methods for Land Cover Mapping with Optical Satellite Image Time Series. IGARSS Emmanuel Capliez, Dino Ienco, Raffaele Gaetano, Nicolas N. Baghdadi, Adrien Hadj-Salah
2021	J	`jnl`	Attentive Spatial Temporal Graph CNN for Land Cover Mapping From Multi Temporal Remote Sensing Data. IEEE Access Alessandro Michele Censi, Dino Ienco, Yawogan Jean Eudes Gbodjo, Ruggero Gaetano Pensa, Roberto Interdonato, Raffaele Gaetano
2021	J	`jnl`	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. Yawogan Jean Eudes Gbodjo, Olivier Montet, Dino Ienco, Raffaele Gaetano, Stéphane Dupuy
2020	J	`jnl`	Analyzing Urban Agriculture's Contribution to a Southern City's Resilience through Land Cover Mapping: The Case of Antananarivo, Capital of Madagascar. Remote. Sens. Stéphane Dupuy, Laurence Defrise, Valentine Lebourgeois, Raffaele Gaetano, Perrine Burnod, Jean-Philippe Tonneau
2020	J	`jnl`	Assessing the optimal preprocessing steps of MODIS time series to map cropping systems in Mato Grosso, Brazil. Int. J. Appl. Earth Obs. Geoinformation Patrick Calvano Kuchler, Agnès Bégué, Margareth Simões, Raffaele Gaetano, Damien Arvor, Rodrigo P. D. Ferraz
2020	J	`jnl`	Attentive Weakly Supervised land cover mapping for object-based satellite image time series data with spatial interpretation. CoRR Dino Ienco, Yawogan Jean Eudes Gbodjo, Roberto Interdonato, Raffaele Gaetano
2020	J	`jnl`	Extracting multilayer networks from Sentinel-2 satellite image time series. Netw. Sci. Roberto Interdonato, Raffaele Gaetano, Danny Lo Seen, Mathieu Roche, Giuseppe Scarpa
2020	J	`jnl`	Fine grained classification for multi-source land cover mapping. CoRR Yawogan Jean Eudes Gbodjo, Dino Ienco, Louise Leroux, Roberto Interdonato, Raffaele Gaetano
2020	J	`jnl`	Object-Based Multi-Temporal and Multi-Source Land Cover Mapping Leveraging Hierarchical Class Relationships. Remote. Sens. Yawogan Jean Eudes Gbodjo, Dino Ienco, Louise Leroux, Roberto Interdonato, Raffaele Gaetano, Babacar Ndao
2020	—	`conf`	Supervised Level-Wise Pretraining for Sequential Data Classification. ICONIP (5) Dino Ienco, Roberto Interdonato, Raffaele Gaetano
2020	J	`jnl`	Weakly Supervised Learning for Land Cover Mapping of Satellite Image Time Series via Attention-Based CNN. IEEE Access Dino Ienco, Yawogan Jean Eudes Gbodjo, Raffaele Gaetano, Roberto Interdonato
2019	C	`conf`	Combining Sentinel-1 and Sentinel-2 Time Series via RNN for Object-Based Land Cover Classification. IGARSS Dino Ienco, Raffaele Gaetano, Roberto Interdonato, Kenji Ose, Dinh Ho Tong Minh
2019	J	`jnl`	Fast Super-Resolution of 20 m Sentinel-2 Bands Using Convolutional Neural Networks. Remote. Sens. Massimiliano Gargiulo, Antonio Mazza, Raffaele Gaetano, Giuseppe Ruello, Giuseppe Scarpa
2019	J	`jnl`	Object-based multi-temporal and multi-source land cover mapping leveraging hierarchical class relationships. CoRR Yawogan Jean Eudes Gbodjo, Dino Ienco, Louise Leroux, Roberto Interdonato, Raffaele Gaetano, Babacar Ndao, Stéphane Dupuy
2019	C	`conf`	Optical image gap filling using deep convolutional autoencoder from optical and radar images. IGARSS Rémi Cresson, Dino Ienco, Raffaele Gaetano, Kenji Ose, Dinh Ho Tong Minh
2019	—	`conf`	RNN-based Multi-Source Land Cover Mapping: An Application to West African Landscape. MACLEAN@PKDD/ECML Yawogan Jean Eudes Gbodjo, Louise Leroux, Raffaele Gaetano, Babacar Ndao
2019	J	`jnl`	Supervised level-wise pretraining for recurrent neural network initialization in multi-class classification. CoRR Dino Ienco, Roberto Interdonato, Raffaele Gaetano
2018	J	`jnl`	A CNN-Based Fusion Method for Feature Extraction from Sentinel Data. Remote. Sens. Giuseppe Scarpa, Massimiliano Gargiulo, Antonio Mazza, Raffaele Gaetano
2018	C	`conf`	A CNN-Based Fusion Method for Super-Resolution of Sentinel-2 Data. IGARSS Massimiliano Gargiulo, Antonio Mazza, Raffaele Gaetano, Giuseppe Ruello, Giuseppe Scarpa
2018	J	`jnl`	A Two-Branch CNN Architecture for Land Cover Classification of PAN and MS Imagery. Remote. Sens. Raffaele Gaetano, Dino Ienco, Kenji Ose, Rémi Cresson
2018	J	`jnl`	Combining Sentinel-1 and Sentinel-2 Time Series via RNN for object-based land cover classification. CoRR Dino Ienco, Raffaele Gaetano, Roberto Interdonato, Kenji Ose, Dinh Ho Tong Minh
2018	J	`jnl`	Deep Recurrent Neural Networks for Winter Vegetation Quality Mapping via Multitemporal SAR Sentinel-1. IEEE Geosci. Remote. Sens. Lett. Dinh Ho Tong Minh, Dino Ienco, Raffaele Gaetano, Nathalie Lalande, Emile Ndikumana, Faycal Osman, Pierre Maurel
2018	J	`jnl`	DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn. CoRR Roberto Interdonato, Dino Ienco, Raffaele Gaetano, Kenji Ose
2018	C	`conf`	Estimating the NDVI from SAR by Convolutional Neural Networks. IGARSS Antonio Marra, Massimiliano Gargiulo, Giuseppe Scarpa, Raffaele Gaetano
2018	J	`jnl`	M IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Paola Benedetti, Dino Ienco, Raffaele Gaetano, Kenji Ose, Ruggero G. Pensa, Stéphane Dupuy
2018	J	`jnl`	M3Fusion: A Deep Learning Architecture for Multi-{Scale/Modal/Temporal} satellite data fusion. CoRR Paola Benedetti, Dino Ienco, Raffaele Gaetano, Kenji Ose, Ruggero G. Pensa, Stéphane Dupuy
2018	J	`jnl`	MRFusion: A Deep Learning architecture to fuse PAN and MS imagery for land cover mapping. CoRR Raffaele Gaetano, Dino Ienco, Kenji Ose, Rémi Cresson
2017	J	`jnl`	Deep Recurrent Neural Networks for mapping winter vegetation quality coverage via multi-temporal SAR Sentinel-1. CoRR Dinh Ho Tong Minh, Dino Ienco, Raffaele Gaetano, Nathalie Lalande, Emile Ndikumana, Faycal Osman, Pierre Maurel
2017	C	`conf`	Fusion of sar-optical data for land cover monitoring. IGARSS Raffaele Gaetano, Davide Cozzolino, Luca D'Amiano, Luisa Verdoliva, Giovanni Poggi
2017	J	`jnl`	Land Cover Classification via Multi-temporal Spatial Data by Recurrent Neural Networks. CoRR Dino Ienco, Raffaele Gaetano, Claire Dupaquier, Pierre Maurel
2017	J	`jnl`	Land Cover Classification via Multitemporal Spatial Data by Deep Recurrent Neural Networks. IEEE Geosci. Remote. Sens. Lett. Dino Ienco, Raffaele Gaetano, Claire Dupaquier, Pierre Maurel
2015	C	`conf`	A ground truth design tool for multiresolution images. IGARSS Giuseppe Masi, Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa
2015	J	`jnl`	Benchmarking of Remote Sensing Segmentation Methods. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Stanislav Mikes, Michal Haindl, Giuseppe Scarpa, Raffaele Gaetano
2015	J	`jnl`	Marker-Controlled Watershed-Based Segmentation of Multiresolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Raffaele Gaetano, Giuseppe Masi, Giovanni Poggi, Luisa Verdoliva, Giuseppe Scarpa
2015	J	`jnl`	Optical-Driven Nonlocal SAR Despeckling. IEEE Geosci. Remote. Sens. Lett. Luisa Verdoliva, Raffaele Gaetano, Giuseppe Ruello, Giovanni Poggi
2015	C	`conf`	Superpixel-based segmentation of remote sensing images through correlation clustering. IGARSS Giuseppe Masi, Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa
2014	J	`jnl`	Exploration of Multitemporal COSMO-SkyMed Data via Interactive Tree-Structured MRF Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Raffaele Gaetano, Donato Amitrano, Giuseppe Masi, Giovanni Poggi, Giuseppe Ruello, Luisa Verdoliva, Giuseppe Scarpa
2014	C	`conf`	Interactive segmentation of high resolution synthetic aperture radar data by tree-structured MRF. IGARSS Raffaele Gaetano, Donato Amitrano, Giuseppe Masi, Giovanni Poggi, Giuseppe Ruello, Luisa Verdoliva, Giuseppe Scarpa
2014	C	`conf`	SAR despeckling guided by an optical image. IGARSS Luisa Verdoliva, Donato Amitrano, Raffaele Gaetano, Giuseppe Ruello, Giovanni Poggi
2013	—	`conf`	A Watershed-Based Segmentation Technique for Multiresolution Data. ICIAP (1) Giuseppe Masi, Giuseppe Scarpa, Raffaele Gaetano, Giovanni Poggi
2013	—	`conf`	A convex optimization approach for image resolution enhancement from compressed representations. DSP Raffaele Gaetano, Béatrice Pesquet-Popescu, Caroline Chaux
2013	—	`ch.`	Disparity Estimation Techniques. Emerging Technologies for 3D Video Mounir Kaaniche, Raffaele Gaetano, Marco Cagnazzo, Béatrice Pesquet-Popescu
2013	—	`conf`	Dynamic Hierarchical Segmentation of Remote Sensing Images. ICIAP (1) Giuseppe Scarpa, Giuseppe Masi, Raffaele Gaetano, Luisa Verdoliva, Giovanni Poggi
2012	C	`conf`	A marker-controlled watershed segmentation: Edge, mark and fill. IGARSS Raffaele Gaetano, Giuseppe Masi, Giuseppe Scarpa, Giovanni Poggi
2012	—	`conf`	Non-Local smoothness constraints for disparity estimation in a variational framework. EUSIPCO Raffaele Gaetano, Giovanni Chierchia, Béatrice Pesquet-Popescu
2012	C	`conf`	Parallel implementations of a disparity estimation algorithm based on a Proximal splitting method. VCIP Raffaele Gaetano, Giovanni Chierchia, Béatrice Pesquet-Popescu
2012	—	`conf`	Recursive-TFR Algorithm for Segmentation of Remotely Sensed Images. SITIS Giuseppe Scarpa, Giuseppe Masi, Luisa Verdoliva, Giovanni Poggi, Raffaele Gaetano
2011	—	`conf`	Morphological road segmentation in urban areas from high resolution satellite images. DSP Raffaele Gaetano, Josiane Zerubia, Giuseppe Scarpa, Giovanni Poggi
2011	C	`conf`	OpenCL implementation of motion estimation for cloud video processing. MMSP Raffaele Gaetano, Béatrice Pesquet-Popescu
2010	C	`conf`	Dynamic segmentation for image information mining. IGARSS Giuseppe Masi, Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi
2010	A	`conf`	Graph-based Analysis of Textured Images for Hierarchical Segmentation. BMVC Raffaele Gaetano, Giuseppe Scarpa, Tamás Szirányi
2009	—	`conf`	Advances in Texture-based Segmentation of High Resolution Remote Sensing Imagery. IGARSS (4) Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi
2009	J	`jnl`	Hierarchical Multiple Markov Chain Model for Unsupervised Texture Segmentation. IEEE Trans. Image Process. Giuseppe Scarpa, Raffaele Gaetano, Michal Haindl, Josiane Zerubia
2009	J	`jnl`	Hierarchical Texture-Based Segmentation of Multiresolution Remote-Sensing Images. IEEE Trans. Geosci. Remote. Sens. Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi
2009	—	`conf`	Recursive Texture Fragmentation and Reconstruction Segmentation Algorithm Applied to VHR Images. IGARSS (4) Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi
2009	C	`conf`	Texture-Based Segmentation of Very High Resolution Remote-Sensing Images. ISDA Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi
2008	—	`—`	Hierarchical Models for Image Segmentation: from Color to Texture. Raffaele Gaetano
2008	—	`conf`	Region-Based Classification of Multisensor Optical-SAR Images. IGARSS (4) Raffaele Gaetano, Gabriele Moser, Giovanni Poggi, Giuseppe Scarpa, Sebastiano B. Serpico
2008	—	`conf`	Texture image segmentation by hierarchical modeling. EUSIPCO Giuseppe Scarpa, Raffaele Gaetano, Giovanni Poggi
2008	—	`conf`	Unsupervised hierarchical image segmentation based on the TS-MRF model and fast Mean-Shift clustering. EUSIPCO Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi, Josiane Zerubia
2007	C	`conf`	A hierarchical segmentation algorithm for multiresolution satellite images. IGARSS Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi
2006	B	`conf`	Adaptive Region-Based Compression of Multispectral Images. ICIP Marco Cagnazzo, Raffaele Gaetano, Sara Parrilli, Luisa Verdoliva
2006	B	`conf`	Hierarchical Mrf-Based Segmentation of Remote-Sensing Images. ICIP Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa
2006	—	`conf`	Identification of image structure by the mean shift procedure for hierarchical MRF-based image segmentation. EUSIPCO Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa
2006	—	`conf`	Region based compression of multispectral images by classified KLT. EUSIPCO Marco Cagnazzo, Raffaele Gaetano, Sara Parrilli, Luisa Verdoliva
2005	—	`conf`	Multitemporal image classification with automatic building of tree-structured MRF models. EUSIPCO Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa