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Authors: Blanca Priego ; Richard J. Duro ; Francisco Bellas and Daniel Souto

Affiliation: Universidade da Coruña, Spain

ISBN: 978-989-8425-98-0

ISSN: 2184-4313

Keyword(s): Hyperspectral images, Rotation and scale detection, Neural classifiers, Autonomous surveillance.

Abstract: This paper is devoted to the presentation of the orientation and scale invariant detection subsystem within the current development of Hywacoss (Hyperspectral waterway control and security system). A neural network ensemble based identification and rotation detection module is considered in order to be able to detect and classify objects in waterways from hyperspectral image cubes in a fast and efficient manner. The neural approach followed is inspired by the orientation detection structures in the visual processing cortex. The system is tested over two different hyperspectral image cubes extracted from simulated waterways to verify its adequate operation.

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Paper citation in several formats:
Priego, B.; J. Duro, R.; Bellas, F. and Souto, D. (2012). NEURAL BASED ROTATION AND SCALE INDEPENDENT DETECTION OF TARGETS IN A HYPERSPECTRAL WATERWAY MONITORING SYSTEM. In Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods - Volume 2: PRARSHIA, (ICPRAM 2012) ISBN 978-989-8425-98-0 ISSN 2184-4313, pages 419-425. DOI: 10.5220/0003858204190425

@conference{prarshia12,
author={Blanca Priego. and Richard {J. Duro}. and Francisco Bellas. and Daniel Souto.},
title={NEURAL BASED ROTATION AND SCALE INDEPENDENT DETECTION OF TARGETS IN A HYPERSPECTRAL WATERWAY MONITORING SYSTEM},
booktitle={Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods - Volume 2: PRARSHIA, (ICPRAM 2012)},
year={2012},
pages={419-425},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003858204190425},
isbn={978-989-8425-98-0},
issn={2184-4313},
}

TY - CONF

JO - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods - Volume 2: PRARSHIA, (ICPRAM 2012)
TI - NEURAL BASED ROTATION AND SCALE INDEPENDENT DETECTION OF TARGETS IN A HYPERSPECTRAL WATERWAY MONITORING SYSTEM
SN - 978-989-8425-98-0
IS - 2184-4313
AU - Priego, B.
AU - J. Duro, R.
AU - Bellas, F.
AU - Souto, D.
PY - 2012
SP - 419
EP - 425
DO - 10.5220/0003858204190425

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