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Raffaele Gaetano

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2018
[j9]
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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 Sensing Lett. 15(3): 464-468 (2018)
[j8]
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Giuseppe Scarpa, Massimiliano Gargiulo, Antonio Mazza, Raffaele Gaetano:
A CNN-Based Fusion Method for Feature Extraction from Sentinel Data. Remote Sensing 10(2): 236 (2018)
[j7]
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Raffaele Gaetano, Dino Ienco, Kenji Ose, Rémi Cresson:
A Two-Branch CNN Architecture for Land Cover Classification of PAN and MS Imagery. Remote Sensing 10(11): 1746 (2018)
[j6]
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Paola Benedetti, Dino Ienco, Raffaele Gaetano, Kenji Ose, Ruggero G. Pensa, Stéphane Dupuy:
M³Fusion: A Deep Learning Architecture for Multiscale Multimodal Multitemporal Satellite Data Fusion. IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing 11(12): 4939-4949 (2018)
[c29]
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Antonio Marra, Massimiliano Gargiulo, Giuseppe Scarpa, Raffaele Gaetano:
Estimating the NDVI from SAR by Convolutional Neural Networks. IGARSS 2018: 1954-1957
[c28]
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Massimiliano Gargiulo, Antonio Mazza, Raffaele Gaetano, Giuseppe Ruello, Giuseppe Scarpa:
A CNN-Based Fusion Method for Super-Resolution of Sentinel-2 Data. IGARSS 2018: 4713-4716
[i6]
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  - journals/corr/abs-1803-01945
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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 abs/1803.01945 (2018)
[i5]
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  - journals/corr/abs-1806-11452
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Raffaele Gaetano, Dino Ienco, Kenji Ose, Rémi Cresson:
MRFusion: A Deep Learning architecture to fuse PAN and MS imagery for land cover mapping. CoRR abs/1806.11452 (2018)
[i4]
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  - journals/corr/abs-1809-07589
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Roberto Interdonato, Dino Ienco, Raffaele Gaetano, Kenji Ose:
DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn. CoRR abs/1809.07589 (2018)
[i3]
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  - journals/corr/abs-1812-05530
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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 abs/1812.05530 (2018)
2017
[j5]
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Dino Ienco, Raffaele Gaetano, Claire Dupaquier, Pierre Maurel:
Land Cover Classification via Multitemporal Spatial Data by Deep Recurrent Neural Networks. IEEE Geosci. Remote Sensing Lett. 14(10): 1685-1689 (2017)
[c27]
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Raffaele Gaetano, Davide Cozzolino, Luca D'Amiano, Luisa Verdoliva, Giovanni Poggi:
Fusion of sar-optical data for land cover monitoring. IGARSS 2017: 5470-5473
[i2]
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Dino Ienco, Raffaele Gaetano, Claire Dupaquier, Pierre Maurel:
Land Cover Classification via Multi-temporal Spatial Data by Recurrent Neural Networks. CoRR abs/1704.04055 (2017)
[i1]
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  - journals/corr/abs-1708-03694
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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 abs/1708.03694 (2017)
2015
[j4]
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Luisa Verdoliva, Raffaele Gaetano, Giuseppe Ruello, Giovanni Poggi:
Optical-Driven Nonlocal SAR Despeckling. IEEE Geosci. Remote Sensing Lett. 12(2): 314-318 (2015)
[j3]
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  - journals/tgrs/GaetanoMPVS15
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Raffaele Gaetano, Giuseppe Masi, Giovanni Poggi, Luisa Verdoliva, Giuseppe Scarpa:
Marker-Controlled Watershed-Based Segmentation of Multiresolution Remote Sensing Images. IEEE Trans. Geoscience and Remote Sensing 53(6): 2987-3004 (2015)
[c26]
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  - conf/igarss/MasiGPS15
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Giuseppe Masi, Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa:
Superpixel-based segmentation of remote sensing images through correlation clustering. IGARSS 2015: 1028-1031
[c25]
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Giuseppe Masi, Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa:
A ground truth design tool for multiresolution images. IGARSS 2015: 4999-5002
2014
[c24]
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Luisa Verdoliva, Donato Amitrano, Raffaele Gaetano, Giuseppe Ruello, Giovanni Poggi:
SAR despeckling guided by an optical image. IGARSS 2014: 3698-3701
[c23]
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  - conf/igarss/GaetanoAMPRVS14
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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: 3734-3737
2013
[c22]
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  - conf/icdsp/GaetanoPC13
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Raffaele Gaetano, Béatrice Pesquet-Popescu, Caroline Chaux:
A convex optimization approach for image resolution enhancement from compressed representations. DSP 2013: 1-8
[c21]
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  - conf/iciap/MasiSGP13
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Giuseppe Masi, Giuseppe Scarpa, Raffaele Gaetano, Giovanni Poggi:
A Watershed-Based Segmentation Technique for Multiresolution Data. ICIAP (1) 2013: 241-250
[c20]
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Giuseppe Scarpa, Giuseppe Masi, Raffaele Gaetano, Luisa Verdoliva, Giovanni Poggi:
Dynamic Hierarchical Segmentation of Remote Sensing Images. ICIAP (1) 2013: 371-380
2012
[c19]
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  - conf/eusipco/GaetanoCP12
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Raffaele Gaetano, Giovanni Chierchia, Béatrice Pesquet-Popescu:
Non-Local smoothness constraints for disparity estimation in a variational framework. EUSIPCO 2012: 1144-1148
[c18]
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  - conf/igarss/GaetanoMSP12
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Raffaele Gaetano, Giuseppe Masi, Giuseppe Scarpa, Giovanni Poggi:
A marker-controlled watershed segmentation: Edge, mark and fill. IGARSS 2012: 4315-4318
[c17]
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  - conf/sitis/ScarpaMVPG12
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Giuseppe Scarpa, Giuseppe Masi, Luisa Verdoliva, Giovanni Poggi, Raffaele Gaetano:
Recursive-TFR Algorithm for Segmentation of Remotely Sensed Images. SITIS 2012: 174-181
[c16]
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Raffaele Gaetano, Giovanni Chierchia, Béatrice Pesquet-Popescu:
Parallel implementations of a disparity estimation algorithm based on a Proximal splitting method. VCIP 2012: 1-6
2011
[c15]
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  - conf/mmsp/GaetanoP11
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Raffaele Gaetano, Béatrice Pesquet-Popescu:
OpenCL implementation of motion estimation for cloud video processing. MMSP 2011: 1-6
2010
[c14]
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  - conf/bmvc/GaetanoSS10
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Raffaele Gaetano, Giuseppe Scarpa, Tamás Szirányi:
Graph-based Analysis of Textured Images for Hierarchical Segmentation. BMVC 2010: 1-11
[c13]
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  - conf/igarss/MasiGSP10
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Giuseppe Masi, Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi:
Dynamic segmentation for image information mining. IGARSS 2010: 1992-1995

2000 – 2009

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2009
[j2]
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Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi:
Hierarchical Texture-Based Segmentation of Multiresolution Remote-Sensing Images. IEEE Trans. Geoscience and Remote Sensing 47(7-2): 2129-2141 (2009)
[j1]
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  - journals/tip/ScarpaGHZ09
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Giuseppe Scarpa, Raffaele Gaetano, Michal Haindl, Josiane Zerubia:
Hierarchical Multiple Markov Chain Model for Unsupervised Texture Segmentation. IEEE Trans. Image Processing 18(8): 1830-1843 (2009)
[c12]
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Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi:
Recursive Texture Fragmentation and Reconstruction Segmentation Algorithm Applied to VHR Images. IGARSS (4) 2009: 101-104
[c11]
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  - conf/igarss/GaetanoSP09a
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Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi:
Advances in Texture-based Segmentation of High Resolution Remote Sensing Imagery. IGARSS (4) 2009: 105-108
[c10]
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Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi:
Texture-Based Segmentation of Very High Resolution Remote-Sensing Images. ISDA 2009: 578-583
2008
[b1]
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  - phd/basesearch/Gaetano08
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Raffaele Gaetano:
Hierarchical Models for Image Segmentation: from Color to Texture. University of Naples Federico II, Italy 2008
[c9]
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  - conf/eusipco/GaetanoSPZ08
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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: 1-5
[c8]
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  - conf/eusipco/ScarpaGP08
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Giuseppe Scarpa, Raffaele Gaetano, Giovanni Poggi:
Texture image segmentation by hierarchical modeling. EUSIPCO 2008: 1-5
[c7]
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  - conf/igarss/GaetanoMPSS08
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Raffaele Gaetano, Gabriele Moser, Giovanni Poggi, Giuseppe Scarpa, Sebastiano B. Serpico:
Region-Based Classification of Multisensor Optical-SAR Images. IGARSS (4) 2008: 81-84
2007
[c6]
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  - conf/igarss/GaetanoSP07
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Raffaele Gaetano, Giuseppe Scarpa, Giovanni Poggi:
A hierarchical segmentation algorithm for multiresolution satellite images. IGARSS 2007: 1885-1888
2006
[c5]
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  - conf/eusipco/CagnazzoGPV06
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Marco Cagnazzo, Raffaele Gaetano, Sara Parrilli, Luisa Verdoliva:
Region based compression of multispectral images by classified KLT. EUSIPCO 2006: 1-5
[c4]
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Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa:
Identification of image structure by the mean shift procedure for hierarchical MRF-based image segmentation. EUSIPCO 2006: 1-4
[c3]
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  - conf/icip/GaetanoPS06
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Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa:
Hierarchical Mrf-Based Segmentation of Remote-Sensing Images. ICIP 2006: 1121-1124
[c2]
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Marco Cagnazzo, Raffaele Gaetano, Sara Parrilli, Luisa Verdoliva:
Adaptive Region-Based Compression of Multispectral Images. ICIP 2006: 3249-3252
2005
[c1]
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  - conf/eusipco/GaetanoPS05
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Raffaele Gaetano, Giovanni Poggi, Giuseppe Scarpa:
Multitemporal image classification with automatic building of tree-structured MRF models. EUSIPCO 2005: 1-4

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