Audiovisual event detection towards scene understanding

2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009

Volumn , Issue , 2009, Pages 81-88

  Canton Ferrer, C ^a   Butko, T ^a   Segura, C ^a   Giro X ^a   Nadeu, C ^a   Hernando, J ^a   Casas, J R ^a  

^a UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; DATA FUSION; MICROPHONES; MOTION TRACKING; OBJECT DETECTION; OBJECT TRACKING;

CROSS CORRELATIONS; MICROPHONE ARRAYS; MULTI-PERSON TRACKING; MULTIMODAL BEHAVIOR ANALYSIS; MULTIMODAL DATA FUSION; MULTIMODAL DATABASE; SCENE UNDERSTANDING; SPATIAL LOCALIZATION;

FACE RECOGNITION;

EID: 70449558459     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2009.5204264     Document Type: Conference Paper

References (22)

1. CHIL - Computers in the Human Interaction Loop - EU project, http://chil.server.de, 2004-2007. 1
2. A. Bobick and J. Davis. The recognition of human movement using temporal templates. IEEE Trans. on Pattern Analysis and Machine Intelligence, 23:257-267, 1999. 4
3. M. Brandstein. A Framework for Speech Source Localization Using Sensor Arrays. PhD thesis, Brown University, 1995. 3
4. A. Bregman. Auditory Scene Analysis. MIT Press, 1990. 1
5. T. Butko, A. Temko, C. Nadeu, and C. Canton-Ferrer. Fusion of audio and video modalities for detection of acoustic events. In Proc. Interspeech, 2008. 1
6. C. Canton-Ferrer, R. Sblendido, J. R. Casas, and M. Pardas. Particle filtering and sparse sampling for multi-person 3D tracking. In Proc. IEEE Int. Conf. on Image Processing, pages 2644-2647, 2008. 4
7. M. Chan, Y. Zhang, and T. Huang. Real-time lip tracking and bi-modal continuous speech recognition. In Proc. IEEE Workshop on Multimedia Signal Processing, 1998. 5
8. J. Chen, N. Huang, and J. Benesty. An adaptive blind SIMO identification approach to joint multichannel time delay estimation. In Proc. IEEE Int. Conf. on Acoustics, Speech, and Signal Processing, volume 4, pages 53-56, 2004. 3
9. J. DiBiase, H. Silverman, and M. Brandstein. Microphone Arrays. Robust Localization in Reverberant Rooms. Springer, 2001. 3
10. X. Giró and F. Marqués. Composite object detection in video sequences: Applications to controlled environments. In Proc. Int. Workshop on Image Analysis for Multimedia Interactive Services, pages 1-4, 2007. 5
11. M. Jones and J. Rehg. Statistical color models with application to skin detection. Int. Journal of Computer Vision, 46:1:81-96, 2002. 4
12. L. Kuncheva. Combining Pattern Classifiers. John Wiley & Sons, 2004. 1, 6
13. L. Lu, H. Zhang, and H. Jiang. Content analysis for audio classification and segmentation. IEEE Trans. on Speech and Audio Processing, 10:7:504-516, 2002. 1
14. C. Nadeu, J. Hernando, and M. Gorricho. On the decollation of filter-bank energies in speech recognition. In Proc. European Speech Processing Conference, pages 1381-1384, 1995. 2
15. T. Nishiura, S. Nakamura, K. Miki, and K. Shikano. Environmental sound source identification based on hidden Markov models for robust speech recognition. In Proc. Eurospeech, pages 2157-2160, 2003. 1
16. M. Omologo and P. Svaizer. Use of the crosspower-spectrum phase in acoustic event location. IEEE Trans. on Speech and Audio Processing, 5:3:288-292, 1997. 3
17. I. Potamitis, G. Tremoulis, and N. Fakotakis. Multi-speaker DOA tracking using interactive multiple models and probabilistic data association. In Proc. European Conference on Speech Communication and Technology, 2003. 3
18. P. Salembier and L. Garrido. Binary partition tree as an efficient representation for image processing, segmentation, and information retrieval. IEEE Trans. on Image Processing, 9:4:561-576, 2000. 5
19. C. Stauffer and W. Grimson. Adaptive background mixture models for real-time tracking. In Proc. IEEE Conf. on Computer Vision and Pattern Recognition, pages 252-259, 1999. 5
20. A. Temko. Acoustic event detection and classification. PhD thesis, Technical University of Catalonia, 2007. 1, 2, 6, 7
21. A. Temko, C. Nadeu, and J. Biel. Acoustic event detection: SVM-based system and evaluation setup in CLEAR'07. In Proceedings of Classification of Events, Activities and Relationships Evaluation and Workshop, volume 4625 of Lecture Notes on Computer Science, pages 354-363, 2007. 1, 2, 7
22. P. Viola and M. Jones. Rapid object detection using a boosted cascade of simple features. In Proc. IEEE Conf. on Computer Vision and Pattern Recognition, volume 1, pages 511-518, 2001. 5