The availability of video files in the Internet is growing at an exceptional speed and in the near future video browsing will be a common activity. To facilitate such activity it will be necessary to have a small clip for any given video. Currently, video skimming and video summarization techniques can reduce the temporal representation of a given video. However, most of these techniques do not include audio in the produced summaries. Here, we propose a mechanism that, using audio and video analysis, produces video summaries coupled with intelligible audio. Experimental results show that the summaries are largely reduced (up to 50%) and that the perceived video quality may be comparable to the one of the original video (in term of jerkiness). Consumers satisfaction has been investigated through MOS and results show that our summaries can be considered as an alternative to the original videos.

An Audio-Video Summarization Scheme Based on Audio and Video Analysis / Furini, Marco; V., Ghini. - STAMPA. - 2:(2006), pp. 1209-1213. (Intervento presentato al convegno 2006 3rd IEEE Consumer Communications and Networking Conference, CCNC 2006 tenutosi a Las Vegas, NV, usa nel 8-10 Gennaio 2006) [10.1109/CCNC.2006.1593230].

An Audio-Video Summarization Scheme Based on Audio and Video Analysis

FURINI, Marco;
2006

Abstract

The availability of video files in the Internet is growing at an exceptional speed and in the near future video browsing will be a common activity. To facilitate such activity it will be necessary to have a small clip for any given video. Currently, video skimming and video summarization techniques can reduce the temporal representation of a given video. However, most of these techniques do not include audio in the produced summaries. Here, we propose a mechanism that, using audio and video analysis, produces video summaries coupled with intelligible audio. Experimental results show that the summaries are largely reduced (up to 50%) and that the perceived video quality may be comparable to the one of the original video (in term of jerkiness). Consumers satisfaction has been investigated through MOS and results show that our summaries can be considered as an alternative to the original videos.
2006
2006 3rd IEEE Consumer Communications and Networking Conference, CCNC 2006
Las Vegas, NV, usa
8-10 Gennaio 2006
2
1209
1213
Furini, Marco; V., Ghini
An Audio-Video Summarization Scheme Based on Audio and Video Analysis / Furini, Marco; V., Ghini. - STAMPA. - 2:(2006), pp. 1209-1213. (Intervento presentato al convegno 2006 3rd IEEE Consumer Communications and Networking Conference, CCNC 2006 tenutosi a Las Vegas, NV, usa nel 8-10 Gennaio 2006) [10.1109/CCNC.2006.1593230].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11380/618139
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