SERPICO , Sebastiano

Last name: SERPICO

First name: Sebastiano

1991 (v1)

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Image classification by integration of neural networks and machine learning

SERPICO, SEBASTIANO

A new approach is proposed for the integration of neural networks (NN) with machine learning techniques to build up an image classification system. In particular, the author uses a symbolic technique for inductive learning from examples to provide object models. Such models are used to design the architecture and to initialize the weights of a...

Uploaded on: March 27, 2023
2002 (v1)

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A statistical approach to the fusion of spectral and spatio-temporal contextual information for the classification of remote-sensing images

MELGANI, FARID SERPICO, SEBASTIANO

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Uploaded on: April 14, 2023
2010 (v1)

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A Markovian generalization of support vector machines for contextual supervised classification of hyperspectral images

MOSER, GABRIELE SERPICO, SEBASTIANO

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Uploaded on: March 31, 2023
2015 (v1)

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Welcome from the general co-chairs

PASCAZIO, VITO SERPICO, SEBASTIANO

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Uploaded on: April 14, 2023
2009 (v1)

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Modeling the error statistics in support vector regression of surface temperature from infrared data

MOSER, GABRIELE SERPICO, SEBASTIANO

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Uploaded on: April 14, 2023
2008 (v1)

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Classification of high-resolution images based on MRF fusion and multiscale segmentation

MOSER, GABRIELE SERPICO, SEBASTIANO

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Uploaded on: March 31, 2023
2006 (v1)

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Weight parameter optimization by the Ho-Kashyap algorithm in MRF models for supervised image classification

SERPICO, SEBASTIANO MOSER, GABRIELE

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Uploaded on: April 14, 2023
2011 (v1)

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Multitemporal region-based classification of high-resolution images by Markov random fields and multiscale segmentation

MOSER, GABRIELE SERPICO, SEBASTIANO

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Uploaded on: March 31, 2023
2001 (v1)

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A New Search Algorithm for Feature Selection in Hyperspectral Remote Sensing Images

SERPICO, SEBASTIANO BRUZZONE L.

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Uploaded on: April 14, 2023
2000 (v1)

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Fuzzy spatio-temporal contextual classifier for remote sensing images

SERPICO, SEBASTIANO MELGANI, FARID

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Uploaded on: April 14, 2023
1995 (v1)

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Land Cover Classification in Remote Sensing Images Using Structured Neural Networks

F. ROLI SERPICO, SEBASTIANO

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Uploaded on: December 5, 2022
2007 (v1)

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Unsupervised change detection by multichannel SAR data fusion

MOSER, GABRIELE SERPICO, SEBASTIANO

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Uploaded on: March 31, 2023
2006 (v1)

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Generalized minimum-error thresholding for unsupervised change detection from SAR amplitude imagery

MOSER, GABRIELE SERPICO, SEBASTIANO

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Uploaded on: April 14, 2023
1997 (v1)

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An Iterative Technique for the Detection of Land-Cover Transitions in Multitemporal Remote-Sensing Images

L. BRUZZONE SERPICO, SEBASTIANO

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Uploaded on: May 13, 2023
2007 (v1)

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Unsupervised change detection from multichannel SAR data by Markov random fields, Riunione Annuale GTTI, Rome (Italy), 18-20 June 2007

MOSER, GABRIELE SERPICO, SEBASTIANO

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Uploaded on: April 14, 2023
2011 (v1)

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Joint classification of panchromatic and multispectral images by multiresolution fusion through Markov random fields and graph cuts

MOSER, GABRIELE SERPICO, SEBASTIANO

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Uploaded on: April 14, 2023
2003 (v1)

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A Markov Random Field Approach to Spatio-Temporal Contextual Image Classification

MELGANI, FARID SERPICO, SEBASTIANO

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Uploaded on: April 14, 2023
2009 (v1)

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Edge-preserving classification of high-resolution remote-sensing images by Markovian data fusion

MOSER, GABRIELE SERPICO, SEBASTIANO

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Uploaded on: April 14, 2023
1995 (v1)

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Classification of Multisensor Remote-Sensing Images by Structured Neural Networks

SERPICO, SEBASTIANO ROLI F.

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Uploaded on: April 14, 2023
2009 (v1)

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Unsupervised change detection from multichannel SAR data by Markovian data fusion

MOSER, GABRIELE SERPICO, SEBASTIANO

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Uploaded on: April 14, 2023
2011 (v1)

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Contextual high-resolution image classification by Markovian data fusion, adaptive texture extraction, and multiscale segmentation

MOSER, GABRIELE SERPICO, SEBASTIANO

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Uploaded on: March 31, 2023
2005 (v1)

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Generalized minimum-error thresholding for unsupervised change detection from SAR amplitude imagery

MOSER, GABRIELE SERPICO, SEBASTIANO

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Uploaded on: March 27, 2023
2010 (v1)

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Contextual remote-sensing image classification by support vector machines and Markov random fields

MOSER, GABRIELE SERPICO, SEBASTIANO

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Uploaded on: March 31, 2023
1997 (v1)

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Classification of Imbalanced Remote-Sensing Data by Neural Networks

L. BRUZZONE SERPICO, SEBASTIANO

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Uploaded on: May 13, 2023

SERPICO , Sebastiano

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