JOURNAL ARTICLE

Temporal video segmentation for real-time key frame extraction

Janko ĆalićSorin SavEbroul IzquierdoSeán MarlowN. MurphyN. O'Connor

Year: 2002 Journal:   IEEE International Conference on Acoustics Speech and Signal Processing Vol: 2 Pages: IV-3632

Abstract

The extensive amount of media coverage today, generates difficulties in identifying and selecting desired information. Browsing and retrieval systems become more and more necessary in order to support users with powerful and easy-to-use tools for searching, browsing and summarization of information content. The starting point for these tasks in video browsing and retrieval systems is the low level analysis of video content, especially the segmentation of video content into shots. This paper presents a fast and efficient way to detect shot changes using only the temporal distribution of macroblock types in MPEG compressed video. The notion of a dominant reference frame is introduced here. A dominant frame denotes the reference frame (I or P) used as prediction reference for most of the macroblocks from a subsequent B frame.

Keywords:
Automatic summarization Computer science Video compression picture types Frame (networking) Macroblock Segmentation Key frame Video browsing Computer vision Reference frame Artificial intelligence Key (lock) Block-matching algorithm Video processing Video tracking Information retrieval Multiview Video Coding Video retrieval Shot (pellet) Point (geometry) Decoding methods

Metrics

22
Cited By
1.19
FWCI (Field Weighted Citation Impact)
22
Refs
0.80
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Video Analysis and Summarization
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Multimedia Communication and Technology
Social Sciences →  Social Sciences →  Sociology and Political Science
Advanced Image and Video Retrieval Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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