Automatic violence scenes detection: A multi-modal approach

CEUR Workshop Proceedings

Volumn 807, Issue , 2011, Pages

  Gninkoun, Gabin ^a   Soleymani, Mohammad ^a  

^a UNIVERSITY OF GENEVA   (Switzerland)

Author keywords

Audio feature extraction; Classification; Subtitles; Text based features; Violence; Violence scenes detection; Visual feature extraction

Indexed keywords

AUDIO FEATURE EXTRACTION; SUBTITLES; TEXT-BASED FEATURES; VIOLENCE; VISUAL FEATURE EXTRACTION;

CLASSIFICATION (OF INFORMATION); DISCRIMINANT ANALYSIS; FEATURE EXTRACTION; IMAGE RETRIEVAL;

TEXT PROCESSING;

EID: 84877790587     PISSN: 16130073     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. F. D. M. de Souza, G. C. Chavez, E. A. do Valle Jr., and A. de A. Araujo. Violence detection in video using spatio-temporal features. Graphics, Patterns and Images, SIBGRAPI Conference on, 0:224-230, 2010.
2. C.-H. Demarty, C. Penet, G. Gravier, and M. Soleymani. The MediaEval 2011 Affect Task: Violent Scenes Detection in Hollywood Movies. In Working notes Proceeding of Medieval workshop, Pisa, Italy, September 2011.
3. T. Giannakopoulos, A. Makris, D. Kosmopoulos, S. Perantonis, and S. Theodoridis. Audio-visual fusion for detecting violent scenes in videos. In S. Konstantopoulos et al., editor, Artificial Intelligence: Theories, Models and Applications, volume 6040 of Lecture Notes in Computer Science, pages 91-100. Springer Berlin / Heidelberg, 2010.
4. Y. Gong, W. Wang, S. Jiang, Q. Huang, and W. Gao. Detecting violent scenes in movies by auditory and visual cues. In Y.-M. Huang et al., editor, Advances in Multimedia Information Processing - PCM 2008, volume 5353 of Lecture Notes in Computer Science, pages 317-326. Springer Berlin / Heidelberg, 2008.
5. G. A. Miller. Wordnet: A lexical database for english. Communications of the ACM, 38:39-41, 1995.
6. Z. Rasheed and S. Mubarak. Video categorization using semantics and semiotics. PhD thesis, Orlando, FL 32816, USA, 2003. AAI3110078.
7. Z. Rasheed, Y. Sheikh, and M. Shah. On the use of computable features for film classification. IEEE Trans. Circuits Syst. Video Technol., 15(1):52-64, 2005.
8. P. Willett. The Porter Stemming Algorithm: Then and Now. Program: Electronic Library and Information Systems, 40(3):219-223, 2006.