Automatic excitement-level detection for sports highlights generation

Proceedings of the 11th Annual Conference of the International Speech Communication Association, INTERSPEECH 2010

Volumn , Issue , 2010, Pages 2202-2205

  Bořil, Hynek ^a   Sangwan, Abhijeet ^a   Hasan, Taufiq ^a   Hansen, John H L ^a  

^a The University of Texas at Dallas   (United States)

Author keywords

Multimodal signal processing; Video segmentation

Indexed keywords

BASEBALL; CONTINUOUS SPEECH RECOGNITION; IMAGE SEGMENTATION; VIDEO SIGNAL PROCESSING;

CENTER FREQUENCY; HUMAN ASSESSMENT; LEVEL DETECTIONS; MULTI-MODAL SIGNAL PROCESSING; NON-STATIONARITIES; SEGMENTATION ALGORITHMS; SLOW MOTION REPLAY; VIDEO SEGMENTATION; AUDIO AND VIDEO; BASEBALL VIDEOS; CENTER OF GRAVITY; CENTRE FREQUENCY; SPECTRAL CENTER;

SPEECH COMMUNICATION;

EID: 79959836766     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. C. Liu, Q. Huang, S. Jiang, L. Xing, Q. Ye, and W. Gao, "A framework for flexible summarization of racquet sports video using multiple modalities," Computer Vision and Image Understanding, vol. 113, pp. 415-424, 2009.
2. E. Kijak, G. Gravier, P. Gros, L. Oisel, and F. Bimbot, "HMM based structuring of tennis videos using visual and audio cues," in ICME, 2003.
3. R. Radhakrishnan, Z. Xiong, A. Divakaran, and Y. Ishikawa, "Generation of sports highlights using a combination of supervised and unsupervised learning in audio domain," in Pacific Rim Conference on Multimedia, 2003.
4. John H. L. Hansen, "Analysis and compensation of speech under stress and noise for environmental robustness in speech recognition," Speech Comm., vol. 20, no. 1-2, pp. 151-173, 1996.
5. R. Cowie, E. Douglas-Cowie, N. Tsapatsoulis, G. Votsis, S. Kollias, W. Fellenz, R. Cowie, E. Douglas-Cowie, N. Tsapatsoulis, G. Votsis, S. Kollias, W. Fellenz, and J. G. Taylor, "Emotion recognition in human-computer interaction," Signal Processing Magazine, vol. 18, no. 1, pp. 32-80, Jan. 2001. (Pubitemid 32287669)
6. H. Bořil, T. Kleinschmidt, P. Boyraz, and J. H. L. Hansen, "Impact of cognitive load and frustration on drivers' speech," The Journal of the Acoust. Soc. of America, vol. 127, no. 3, pp. 1996-1996, 2010.
7. H. K. Maganti, P. Motlicek, and D. Gatica-Perez, "Unsupervised speech/non-speech detection for automatic speech recognition in meeting rooms," in Proc. ICASSP'07, Honolulu, Hawaii, USA, 2007, pp. 1037-1040.
8. J. Volín, R. Skarnitzl, and P. Pollák, "Confronting HMM-based phone labelling with human evaluation of speech production," in Proc. INTERSPEECH'05, Lisbon, Portugal, 2005, pp. 1541-1544. (Pubitemid 43908368)
9. Z. Callejas and R. López-Cózar, "Influence of contextual information in emotion annotation for spoken dialogue systems," Speech Communication, vol. 50, no. 5, pp. 416 - 433, 2008.
10. B.T. Truong, C. Dorai, and S. Venkatesh, "New enhancements to cut, fade, and dissolve detection processes in video segmentation," in Proceedings of the eighth ACM international conference on Multimedia. ACM, 2000, p. 227.
11. W.T. Chu and J.L. Wu, "Explicit semantic events detection and development of realistic applications for broadcasting baseball videos," Multimedia Tools and Applications, vol. 38, no. 1, pp. 27-50, 2008.
12. C.C. Lien, C.L. Chiang, and C.H. Lee, "Scene-based event detection for baseball videos," Journal of Visual Communication and Image Representation, vol. 18, no. 1, pp. 1-14, 2007.
13. H. Pan, P. van Beek, and M. I. Sezan, "Detection of slow-motion replay segments in sports video for highlights generation," in ICASSP-01, pp. 1649-1652.