A Comparative Study Between Neural Network and Maximum Likelihood in the Satellite Image Classification

Antonio Gabriel Rodrigues; Rossana Baptista Queiroz; Arthur Tórgo Gómez

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Paper

A Comparative Study Between Neural Network and Maximum Likelihood in the Satellite Image Classification

In Proceedings of the First International Workshop on Artificial Neural Networks: Data Preparation Techniques and Application Development - Volume 0ICINCO, 1-8, 2004 , Setúbal, Portugal

Authors: Antonio Gabriel Rodrigues ; Rossana Baptista Queiroz and Arthur Tórgo Gómez

Affiliation: Unisinos University, Brazil

Abstract: In this paper it's showed a comparative study between two techniques of satellite image classification. The studied techniques are the Maximum Likelihood statistical method and an Artificial Intelligence technique based in Neural Networks. The analyzed images were scanned by CBERS 1 satellite and supplied by Brazilian National Institute for Space Research (INPE). These images refer to Province of Rondonia area and were obtained by CBERS 1 IR-MSS sensor.

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Paper citation in several formats:

Gabriel Rodrigues, A.; Baptista Queiroz, R. and Tórgo Gómez, A. (2004). A Comparative Study Between Neural Network and Maximum Likelihood in the Satellite Image Classification. In Proceedings of the First International Workshop on Artificial Neural Networks: Data Preparation Techniques and Application Development (ICINCO 2004) - ANNs; ISBN 972-8865-14-7, SciTePress, pages 1-8. DOI: 10.5220/0001130100010008

@conference{anns04,
author={Antonio {Gabriel Rodrigues}. and Rossana {Baptista Queiroz}. and Arthur {Tórgo Gómez}.},
title={A Comparative Study Between Neural Network and Maximum Likelihood in the Satellite Image Classification},
booktitle={Proceedings of the First International Workshop on Artificial Neural Networks: Data Preparation Techniques and Application Development (ICINCO 2004) - ANNs},
year={2004},
pages={1-8},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001130100010008},
isbn={972-8865-14-7},
}

TY - CONF

JO - Proceedings of the First International Workshop on Artificial Neural Networks: Data Preparation Techniques and Application Development (ICINCO 2004) - ANNs
TI - A Comparative Study Between Neural Network and Maximum Likelihood in the Satellite Image Classification
SN - 972-8865-14-7
AU - Gabriel Rodrigues, A.
AU - Baptista Queiroz, R.
AU - Tórgo Gómez, A.
PY - 2004
SP - 1
EP - 8
DO - 10.5220/0001130100010008
PB - SciTePress