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Authors: Tamás Harczos 1 ; Frank Klefenz 2 and András Kátai 2

Affiliations: 1 Péter Pázmány Catholic University, Hungary ; 2 Fraunhofer Institute for Digital Media Technology, Germany

Keyword(s): auditory image, Hough-transform, vowel recognition.

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; Feature Extraction ; Features Extraction ; Image and Video Analysis ; Informatics in Control, Automation and Robotics ; Signal Processing, Sensors, Systems Modeling and Control

Abstract: Many pattern recognition problems can be solved by mapping the input data into an n-dimensional feature space in which a vector indicates a set of attributes. One powerful pattern recognition method is the Hough-transform, which is usually applied to detect specific curves or shapes in digital pictures. In this paper the Hough-transform is applied to the time series data of neurotransmitter vesicle releases of an auditory model. Practical vowel recognition of different speakers with the help of this transform is investigated and the findings are discussed.

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Paper citation in several formats:
Harczos, T.; Klefenz, F. and Kátai, A. (2006). A NEUROBIOLOGICALLY INSPIRED VOWEL RECOGNIZER USING HOUGH-TRANSFORM - A novel approach to auditory image processing. In Proceedings of the First International Conference on Computer Vision Theory and Applications (VISIGRAPP 2006) - Volume 1: VISAPP; ISBN 972-8865-40-6; ISSN 2184-4321, SciTePress, pages 251-256. DOI: 10.5220/0001363902510256

@conference{visapp06,
author={Tamás Harczos. and Frank Klefenz. and András Kátai.},
title={A NEUROBIOLOGICALLY INSPIRED VOWEL RECOGNIZER USING HOUGH-TRANSFORM - A novel approach to auditory image processing},
booktitle={Proceedings of the First International Conference on Computer Vision Theory and Applications (VISIGRAPP 2006) - Volume 1: VISAPP},
year={2006},
pages={251-256},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001363902510256},
isbn={972-8865-40-6},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the First International Conference on Computer Vision Theory and Applications (VISIGRAPP 2006) - Volume 1: VISAPP
TI - A NEUROBIOLOGICALLY INSPIRED VOWEL RECOGNIZER USING HOUGH-TRANSFORM - A novel approach to auditory image processing
SN - 972-8865-40-6
IS - 2184-4321
AU - Harczos, T.
AU - Klefenz, F.
AU - Kátai, A.
PY - 2006
SP - 251
EP - 256
DO - 10.5220/0001363902510256
PB - SciTePress

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