In this work, we propose a system for shot comparison directly working on the MPEG-1 stream in the compressed domain, extracting both color, texture and motion features considering all frames with a reasonable computational cost, and results comparable to those obtained on uncompressed keyframes. In particular a summary descriptor for each Group Of Pictures (GOP) is computed and employed for shot characterization and comparison. The Mallows distance allows to match different length clips in a unified framework.
Compressed Domain Features Extraction for Shot Characterization / Grana, Costantino; Vezzani, Roberto; Borghesani, Daniele; Cucchiara, Rita. - ELETTRONICO. - 253:(2007), pp. 71-80. ( 1st International Workshop on Knowledge Acquisition from Multimedia Content, KAMC 2007 Genoa, ita Dec 5).
Compressed Domain Features Extraction for Shot Characterization
GRANA, Costantino;VEZZANI, Roberto;BORGHESANI, Daniele;CUCCHIARA, Rita
2007
Abstract
In this work, we propose a system for shot comparison directly working on the MPEG-1 stream in the compressed domain, extracting both color, texture and motion features considering all frames with a reasonable computational cost, and results comparable to those obtained on uncompressed keyframes. In particular a summary descriptor for each Group Of Pictures (GOP) is computed and employed for shot characterization and comparison. The Mallows distance allows to match different length clips in a unified framework.
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