Acoustic signal based abnormal event detection system with multiclass adaboost

Younghyun Lee; Hanseok Ko; David K. Han

doi:10.1109/ICCE.2013.6486911

Acoustic signal based abnormal event detection system with multiclass adaboost

Younghyun Lee, Hanseok Ko, David K. Han

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

3 Citations (Scopus)

Abstract

This paper addresses the problem of abnormal acoustic event detection in indoor security systems. We propose a multiclass Adaboost based acoustic context classifier for performance and speed improvements over the conventional and prominent GMM based classifiers.

Original language	English
Title of host publication	2013 IEEE International Conference on Consumer Electronics, ICCE 2013
Pages	322-323
Number of pages	2
DOIs	https://doi.org/10.1109/ICCE.2013.6486911
Publication status	Published - 2013
Event	2013 IEEE International Conference on Consumer Electronics, ICCE 2013 - Las Vegas, NV, United States Duration: 2013 Jan 11 → 2013 Jan 14

Publication series

Name	Digest of Technical Papers - IEEE International Conference on Consumer Electronics
ISSN (Print)	0747-668X

Other

Other	2013 IEEE International Conference on Consumer Electronics, ICCE 2013
Country/Territory	United States
City	Las Vegas, NV
Period	13/1/11 → 13/1/14

ASJC Scopus subject areas

Industrial and Manufacturing Engineering
Electrical and Electronic Engineering

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10.1109/ICCE.2013.6486911

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Acoustic signal based abnormal event detection system with multiclass adaboost. / Lee, Younghyun; Ko, Hanseok; Han, David K.
2013 IEEE International Conference on Consumer Electronics, ICCE 2013. 2013. p. 322-323 6486911 (Digest of Technical Papers - IEEE International Conference on Consumer Electronics).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Lee, Y, Ko, H & Han, DK 2013, Acoustic signal based abnormal event detection system with multiclass adaboost. in 2013 IEEE International Conference on Consumer Electronics, ICCE 2013., 6486911, Digest of Technical Papers - IEEE International Conference on Consumer Electronics, pp. 322-323, 2013 IEEE International Conference on Consumer Electronics, ICCE 2013, Las Vegas, NV, United States, 13/1/11. https://doi.org/10.1109/ICCE.2013.6486911

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title = "Acoustic signal based abnormal event detection system with multiclass adaboost",

abstract = "This paper addresses the problem of abnormal acoustic event detection in indoor security systems. We propose a multiclass Adaboost based acoustic context classifier for performance and speed improvements over the conventional and prominent GMM based classifiers.",

author = "Younghyun Lee and Hanseok Ko and Han, {David K.}",

year = "2013",

doi = "10.1109/ICCE.2013.6486911",

language = "English",

isbn = "9781467313612",

series = "Digest of Technical Papers - IEEE International Conference on Consumer Electronics",

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note = "2013 IEEE International Conference on Consumer Electronics, ICCE 2013 ; Conference date: 11-01-2013 Through 14-01-2013",

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AB - This paper addresses the problem of abnormal acoustic event detection in indoor security systems. We propose a multiclass Adaboost based acoustic context classifier for performance and speed improvements over the conventional and prominent GMM based classifiers.

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ER -

Acoustic signal based abnormal event detection system with multiclass adaboost

Abstract

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