Acoustic signal based abnormal event detection system with multiclass adaboost

Younghyun Lee, Hanseok Ko, David K. Han

Research output: Chapter in Book/Report/Conference proceedingConference 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 languageEnglish
Title of host publicationDigest of Technical Papers - IEEE International Conference on Consumer Electronics
Pages322-323
Number of pages2
DOIs
Publication statusPublished - 2013 Apr 24
Event2013 IEEE International Conference on Consumer Electronics, ICCE 2013 - Las Vegas, NV, United States
Duration: 2013 Jan 112013 Jan 14

Other

Other2013 IEEE International Conference on Consumer Electronics, ICCE 2013
CountryUnited States
CityLas Vegas, NV
Period13/1/1113/1/14

Fingerprint

Adaptive boosting
Classifiers
Acoustics
Security systems

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Industrial and Manufacturing Engineering

Cite this

Lee, Y., Ko, H., & Han, D. K. (2013). Acoustic signal based abnormal event detection system with multiclass adaboost. In Digest of Technical Papers - IEEE International Conference on Consumer Electronics (pp. 322-323). [6486911] https://doi.org/10.1109/ICCE.2013.6486911

Acoustic signal based abnormal event detection system with multiclass adaboost. / Lee, Younghyun; Ko, Hanseok; Han, David K.

Digest of Technical Papers - IEEE International Conference on Consumer Electronics. 2013. p. 322-323 6486911.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Lee, Y, Ko, H & Han, DK 2013, Acoustic signal based abnormal event detection system with multiclass adaboost. in Digest of Technical Papers - IEEE International Conference on Consumer Electronics., 6486911, 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
Lee Y, Ko H, Han DK. Acoustic signal based abnormal event detection system with multiclass adaboost. In Digest of Technical Papers - IEEE International Conference on Consumer Electronics. 2013. p. 322-323. 6486911 https://doi.org/10.1109/ICCE.2013.6486911
Lee, Younghyun ; Ko, Hanseok ; Han, David K. / Acoustic signal based abnormal event detection system with multiclass adaboost. Digest of Technical Papers - IEEE International Conference on Consumer Electronics. 2013. pp. 322-323
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