DocumentCode
3407696
Title
Audio feature extraction and analysis for scene classification
Author
Liu, Zhu ; Huang, Jincheng ; Wang, Yao ; Chen, Tsuhan
Author_Institution
Polytech. Univ., Brooklyn, NY, USA
fYear
1997
fDate
23-25 Jun 1997
Firstpage
343
Lastpage
348
Abstract
Analysis and classification of the scene content of a video sequence are very important for content-based indexing and retrieval of multimedia databases. We report our research on using the associated audio information for video scene classification. We describe several audio features that have been found effective in distinguishing audio characteristics of different scene classes. Based on these features, a neural net classifier was quite successful in separating audio clips from different TV programs
Keywords
audio signals; feature extraction; image classification; image sequences; indexing; multimedia computing; neural nets; query processing; TV programs; audio analysis; audio clips; audio feature extraction; audio information; content-based indexing; content-based retrieval; multimedia databases; neural net classifier; video scene classification; video sequence; Feature extraction; Indexing; Information retrieval; Layout; Multimedia databases; Neural networks; Signal analysis; Speech analysis; Speech synthesis; Video sequences;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia Signal Processing, 1997., IEEE First Workshop on
Conference_Location
Princeton, NJ
Print_ISBN
0-7803-3780-8
Type
conf
DOI
10.1109/MMSP.1997.602659
Filename
602659
Link To Document