Raffaele Gaetano

According to our database1, Raffaele Gaetano authored at least 60 papers between 2005 and 2020.

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Bibliography

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

Extracting multilayer networks from Sentinel-2 satellite image time series.
Netw. Sci., 2020

Attentive Weakly Supervised land cover mapping for object-based satellite image time series data with spatial interpretation.
CoRR, 2020

Fine grained classification for multi-source land cover mapping.
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

Supervised Level-Wise Pretraining for Sequential Data Classification.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

2019
Fast Super-Resolution of 20 m Sentinel-2 Bands Using Convolutional Neural Networks.
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

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

A CNN-Based Fusion Method for Feature Extraction from Sentinel Data.
Remote. Sens., 2018

A Two-Branch CNN Architecture for Land Cover Classification of PAN and MS Imagery.
Remote. Sens., 2018

Deep Recurrent Neural Networks for Winter Vegetation Quality Mapping via Multitemporal SAR Sentinel-1.
IEEE Geosci. Remote. Sens. Lett., 2018

DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn.
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

Estimating the NDVI from SAR by Convolutional Neural Networks.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A CNN-Based Fusion Method for Super-Resolution of Sentinel-2 Data.
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

Fusion of sar-optical data for land cover monitoring.
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

Benchmarking of Remote Sensing Segmentation Methods.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Optical-Driven Nonlocal SAR Despeckling.
IEEE Geosci. Remote. Sens. Lett., 2015

A ground truth design tool for multiresolution images.
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

SAR despeckling guided by an optical image.
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
Dynamic Hierarchical Segmentation of Remote Sensing Images.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

A Watershed-Based Segmentation Technique for Multiresolution Data.
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

Disparity Estimation Techniques.
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

Recursive-TFR Algorithm for Segmentation of Remotely Sensed Images.
Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

A marker-controlled watershed segmentation: Edge, mark and fill.
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
OpenCL implementation of motion estimation for cloud video processing.
Proceedings of the IEEE 13th International Workshop on Multimedia Signal Processing (MMSP 2011), 2011

2010
Dynamic segmentation for image information mining.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Graph-based Analysis of Textured Images for Hierarchical Segmentation.
Proceedings of the British Machine Vision Conference, 2010

2009
Hierarchical Multiple Markov Chain Model for Unsupervised Texture Segmentation.
IEEE Trans. Image Process., 2009

Hierarchical Texture-Based Segmentation of Multiresolution Remote-Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2009

Texture-Based Segmentation of Very High Resolution Remote-Sensing Images.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Advances in Texture-based Segmentation of High Resolution Remote Sensing Imagery.
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
Hierarchical Models for Image Segmentation: from Color to Texture.
PhD thesis, 2008

Region-Based Classification of Multisensor Optical-SAR Images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Texture image segmentation by hierarchical modeling.
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
A hierarchical segmentation algorithm for multiresolution satellite images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006
Hierarchical Mrf-Based Segmentation of Remote-Sensing Images.
Proceedings of the International Conference on Image Processing, 2006

Adaptive Region-Based Compression of Multispectral Images.
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

Region based compression of multispectral images by classified KLT.
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


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