A neural multi -expert classification system for mpeg audio segmentation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2013, Issue , 2001, Pages 50-59

  De Santo, M ^a   Percannella, G ^a   Sansone, C ^b   Vento, M ^b  

^a UNIVERSITY OF SALERNO   (Italy)

^b UNIVERSITY OF NAPLES FEDERICO II   (Italy)

Author keywords

Audio segmentation; Hierarchical classification; MPEG audio stream; Multi Expert systems; Neural networks; Scene changes detection

Indexed keywords

AUDIO SIGNAL PROCESSING; AUDIO SYSTEMS; EXPERT SYSTEMS; HIERARCHICAL SYSTEMS; NEURAL NETWORKS; PATTERN RECOGNITION;

AUDIO SEGMENTATION; CLASSIFICATION SYSTEM; CONTENT INFORMATION; HIERARCHICAL CLASSIFICATION; HIERARCHICAL ENSEMBLE; MULTI-EXPERT SYSTEMS; SCENE CHANGE; VIDEO INFORMATION;

MOTION PICTURE EXPERTS GROUP STANDARDS;

EID: 70449375906     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-44732-6_6     Document Type: Conference Paper

References (16)

1. Hanjalic A, Lagendijk RL, Biemond J. Automated High-Level Movie Segmentation for Advanced Video-Retrieval Systems. IEEE Trans. on Circuits and Systems for Video Technology 1999, 9:580-588.
2. Yeung M, Yeo BL, Liu B. Extracting Story Units from Long Programs for Video Browsing and navigation. In: IEEE International Conference on Multimedia Computing and Systems, 1996, pp 296-305.
3. Kender JR, Yeo BL. Video Scene Segmentation Via Continuous Video Coherence. In: IEEE International Conference on Computer Vision and Pattern Recognition, 1998, pp 367-373.
4. Saraceno C, Leonardi R. Audio as a Support to Scene Change Detection and Characterization of Video Sequences. In: Proc. ICASSP'97, Munich, 1997.
5. Nam J, Cetin E, Tewfik H. Speaker Identification and Video Analysis for Hierarchical Video Shot Classification. In: Proc. ICIP '97, S. Barbara, 1997.
6. Boreczky JS, Wilcox LD. A Hidden Markov Model Framework for Video Segmentation Using Audio and Image Features. In: Proc. ICASSP '98, Seattle, 1998.
7. Jang PJ, Hauptmann AG. Improving acoustic models with captioned multimedia speech. In: Proc. of IEEE Intl. Conf. on Multimedia Computing and Systems, vol. 2, 1999, pp 767-771.
8. Scheirer E, Slaney M. Construction and Evaluation of a Robust Multifeature Speech/Music Discriminator. In: IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. 2, 1997, pp 1331-1334.
9. Saunders J. Real-Time Discrimination of Broadcast Speech/Music. In: IEEE Intern. Conf. on Acoustics, Speech, and Signal Processing, vol. 2, 1996, pp 993-996.
10. Liu Z, Wang Y, Chen T. Audio Feature Extraction and Analysis for Scene Segmentation and Classification. Journal of VLSI Signal Processing Systems for Signal, Image and Video Technology 1998, 20.
11. Patel NV, Sethi IK. Audio Characterization for Video Indexing. In: IS&T SPIE Proc. Storage and Retrieval for Image and Video Databases IV, 1996.
12. Nakajima Y, Lu Y, Sugano M, Yoneyama A, Yanagihara H, Kurematsu A. A Fast Audio Classification from MPEG Coded Data. In: IEEE Intern. Conf. on Acoustics, Speech, and Signal Processing, vol. 6, 1999, pp 3005-3008.
13. Ackermann B, Bunke H. Combination of Classifiers on the Decision Level for Face Recognition. Technical Report IAM-96-002, Institut für Informatik und angewandte Mathematik, Universität Bern, 1996.
14. Kittler J, Hatef M, Duin RPW, Matas J. On Combining Classifiers. IEEE Trans. on Pattern Analysis and Machine Intelligence 1998; 20:226-239.
15. Rahman AFR, Fairhurst MC. An Evaluation of Multi-expert Configurations for the Recognition of Handwritten Numerals. Pattern Recognition 1998, 31:1255-1273.
16. Cordella LP, Sansone C, Tortorella F, Vento M, De Stefano C. Neural Network Classification Reliability: Problems and Application. In: Image Processing and Pattern Recognition, Academic Press, San Diego, CA, 1998, pp 161-200.