A Peak-Trough Detection Algorithm based on Momentum

Harmer, Karl and Howells, Gareth and Sheng, Weiguo and Fairhurst, Michael and Deravi, Farzin (2008) A Peak-Trough Detection Algorithm based on Momentum. In: Li, Daiqing and Deng, G., eds. 2008 Congress on Image and Signal Processing. IEEE, pp. 454-458. ISBN 978-0-7695-3119-9. (doi:10.1109/CISP.2008.704) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) (KAR id:14759)

The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided.
Official URL: http://dx.doi.org/10.1109/CISP.2008.704

Abstract

This paper presents a simple, yet novel, approach to peak-trough detection using a rudimentary model of Newtonian mechanics. Based on the line-searching technique also employed in artificial neural network technology to determine global minima, the momentum is used to find both peaks and troughs of a signal. This algorithm provides a fast alternative to the traditional techniques, which uses contextual information in order to determine prominent peaks and troughs without requiring smoothing or thresholding.

Item Type:	Book section
DOI/Identification number:	10.1109/CISP.2008.704
Uncontrolled keywords:	detection algorithms; signal processing algorithms; shape; noise robustness; change detection algorithms; neural networks; friction; gravity; artificial neural networks; smoothing methods
Subjects:	T Technology > TK Electrical engineering. Electronics. Nuclear engineering > TK7800 Electronics > TK7880 Applications of electronics > TK7882.B56 Biometric identification
Divisions:	Divisions > Division of Computing, Engineering and Mathematical Sciences > School of Engineering and Digital Arts
Depositing User:	J. Harries
Date Deposited:	18 Apr 2009 11:20 UTC
Last Modified:	05 Nov 2024 09:49 UTC
Resource URI:	https://kar.kent.ac.uk/id/eprint/14759 (The current URI for this page, for reference purposes)

University of Kent Author Information

Howells, Gareth.

Creator's ORCID:	https://orcid.org/0000-0001-5590-0880
CReDIT Contributor Roles:

Sheng, Weiguo.

Creator's ORCID:
CReDIT Contributor Roles:

Fairhurst, Michael.

Creator's ORCID:
CReDIT Contributor Roles:

Deravi, Farzin.

Creator's ORCID:	https://orcid.org/0000-0003-0885-437X
CReDIT Contributor Roles:

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