Event classification for living environment surveillance using audio sensor networks

2010 IEEE International Conference on Multimedia and Expo, ICME 2010

Volumn , Issue , 2010, Pages 528-533

  Zhao, Dong ^a   Ma, Huadong ^a   Liu, Liang ^a  

^a BEIJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS   (China)

Author keywords

Audio sensor networks; Audio surveillance; Event classification; Security monitoring

Indexed keywords

ACOUSTIC FEATURES; AUDIO SENSOR NETWORKS; AUDIO SENSORS; AUDIO SURVEILLANCE; CATASTROPHIC EVENT; DECISION FUSION; DISTANCE-BASED; EVENT CLASSIFICATION; HIERARCHICAL CLASSIFICATION; LIVING ENVIRONMENT; MEL-FREQUENCY CEPSTRAL COEFFICIENTS; PERFORMANCE ANALYSIS; SECURITY MONITORING; SENSORY INFORMATION; SURVEILLANCE SYSTEMS;

FAST FOURIER TRANSFORMS; MONITORING; SPEECH RECOGNITION;

SENSOR NETWORKS;

EID: 78349231601     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICME.2010.5583889     Document Type: Conference Paper

References (11)

1. A. Harma, MF McKinney, and J. Skowronek, "Automatic surveillance of the acoustic activity in our living environment," in IEEE International Conference on Multimedia and Expo, 2005.
2. P.K. Atrey, N.C. Maddage, and M.S. Kankanhalli, "Audio based event detection for multimedia surveillance," in IEEE International Conference on Acoustics, Speech, and Signal Processing, 2006.
3. A.F. Smeaton and M. McHugh, "Towards event detection in an audio-based sensor network," Multimedia Systems, vol. 12, no. 3, pp. 179-194, 2006.
4. D. Li, K. Wong, Y.H. Hu, and A. Sayeed, "Detection, classification and tracking of targets in distributed sensor networks," IEEE Signal Processing Magazine, vol. 19, no. 2, pp. 17-29, 2002.
5. M.F. Duarte and Y. Hen Hu, "Vehicle classification in distributed sensor networks," Journal of Parallel and Distributed Computing, vol. 64, no. 7, pp. 826-838, 2004.
6. R. Cai, L. Lu, A. Hanjalic, H.J. Zhang, and L.H. Cai, "A flexible framework for key audio effects detection and auditory context inference," IEEE Transactions on Audio, Speech, and Language Processing, vol. 14, no. 3, pp. 1026-1039, 2006.
7. C. Clavel, T. Ehrette, and G. Richard, "Events detection for an audio-based surveillance system," in IEEE International Conference on Multimedia and Expo, 2005, pp. 1306-1309.
8. J.L. Rouas, J. Louradour, S. Ambellouis, and V.A. INRETS-LEOST, "Audio events detection in public transport vehicle," in IEEE Intelligent Transportation Systems Conference, 2006, pp. 733-738.
9. A.R. Abu-El-Quran, R.A. Goubran, and A.D.C. Chan, "Security Monitoring Using Microphone Arrays and Audio Classification," IEEE Transactions on Instrumentation and Mmeasurement, vol. 55, no. 4, pp. 1025, 2006.
10. C.C. Chang and C.J. Lin, LIBSVM: a library for support vector machines, 2001, Software available at http://www.csie.ntu.edu.tw/~cjlin/libsvm.
11. G. Valenzise, L. Gerosa, M. Tagliasacchi, F. Antonacci, and A. Sarti, "Scream and gunshot detection and localization for audio-surveillance systems," in IEEE Conference on Advanced Video and Signal Based Surveillance, AVSS 2007, pp. 21-26.