Title :
Automatically constructing blue pages for characters in instructional videos
Author :
Li, Ying ; Park, Youngja
Author_Institution :
IBM T.J. Watson Res. Center, Yorktown Heights, NY
fDate :
June 23 2008-April 26 2008
Abstract :
This paper presents our recent work on automatically constructing blue pages for main characters in instructional videos. Specifically, a blue page is a personal profile which contains various types of information such as name, affiliation, portrait and voice that are specific to each individual. To accomplish this, we first extract various types of personal identity information from the video by analyzing multiple media cues; then we carefully correlate them with each other w.r.t. individual video characters based on an advanced video context analysis. When additional information sources are available, the constructed blue pages could be further enriched with advanced data mining and information extraction techniques. To validate the proposed ideas, we have carried out some preliminary experiments on a set of instructional videos with acceptable results obtained.
Keywords :
data mining; feature extraction; video signal processing; advanced video context analysis; blue pages; individual video characters; instructional videos; multiple media cues; personal identity information; Assembly; Data mining; Face detection; Face recognition; Humans; Information analysis; Object detection; Speech analysis; Text recognition; Videos;
Conference_Titel :
Multimedia and Expo, 2008 IEEE International Conference on
Conference_Location :
Hannover
Print_ISBN :
978-1-4244-2570-9
Electronic_ISBN :
978-1-4244-2571-6
DOI :
10.1109/ICME.2008.4607708