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Adaptive Segmentation with Successive Windows

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F14%3A00223534" target="_blank" >RIV/68407700:21230/14:00223534 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Adaptive Segmentation with Successive Windows

  • Original language description

    Segmentation is an important part of signal processing and it significantly influences on a further analysis quality. Adaptive segmentation based on sliding windows has a good performance characteristic and can work online. In the paper fractal dimension, frequency-weighted energy (nonlinear energy operator) and measure M of the Varri method were calculated as signal characteristics in a successive window and results were used as features for adaptive segmentation. Time performance and segmentation quality were compared for these algorithms. For evaluation of segmentation quality, artificial signal, signal with artefacts and normal EEG signal were used. Also a real long-term signal was tested.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JC - Computer hardware and software

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2014

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Proceedings of BioDat 2014 - Conference on Advanced Methods of Biological Data and Signal Processing

  • ISBN

    978-80-01-05624-0

  • ISSN

  • e-ISSN

  • Number of pages

    7

  • Pages from-to

  • Publisher name

    ČVUT

  • Place of publication

    Praha

  • Event location

    Praha

  • Event date

    Nov 20, 2014

  • Type of event by nationality

    EUR - Evropská akce

  • UT code for WoS article