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Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing (The Kluwer International Series in Engineering and Computer Science, ... Series in Engineering and Computer Science)
 
 
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Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing (The Kluwer International Series in Engineering and Computer Science, ... Series in Engineering and Computer Science) [Hardcover]

Tong Zhang (Author), C.C. Jay Kuo (Author)

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Book Description

0792372875 978-0792372875 December 2000 1
Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing is an up-to-date overview of audio and video content analysis. Included is extensive treatment of audiovisual data segmentation, indexing and retrieval based on multimodal media content analysis, and content-based management of audio data. In addition to the commonly studied audio types such as speech and music, the authors have included hybrid types of sounds that contain more than one kind of audio component such as speech or environmental sound with music in the background. Emphasis is also placed on semantic-level identification and classification of environmental sounds. The authors introduce a new generic audio retrieval system on top of the audio archiving schemes. Both theoretical analysis and implementation issues are presented. The developing MPEG-7 standards are explored. Content-Based Audio Classification and Retrieval for Audiovisual Data Parsing will be especially useful to researchers and graduate level students designing and developing fully functional audiovisual systems for audio/video content parsing of multimedia streams.

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Inside This Book (learn more)
First Sentence:
The automatic segmentation, indexing, and retrieval of audiovisual data has important applications in professional media production, audio-visual archive management, video-on-demand, user agent driven media selection and filtering, semantic multicast backbone video, education, surveillance, and so on. Read the first page
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
spectral peak tracks, different video types, speech with music background, histogram difference values, primary index table, gradual shot transitions, video clip containing, voiced components, backbone video, abrupt shot changes, keyframe extraction, shot change detection, temporal curves, audio content analysis, audiovisual data, music components, audio classification, audio segmentation, query sound, audio database, histogram differences, harmonic peaks, audio types, song segments, histogram comparison
Key Phrases - Capitalized Phrases (CAPs): (learn more)
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