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Video Genetics: A Case Study from YouTube

Kender, John R; Hill, Matthew L.; Natsev, Apostol; Smith, John R; Xie, Lexing

Description

We explore in a single but large case study how videos within YouTube, competing for view counts, are like organisms within an ecology, competing for survival. We develop this analogy, whose core idea shows that short video clips, best detected across videos as near-duplicate keyframes, behave similarly to genes. We report work in progress, on a dataset of 5.4K videos with 210K keyframes on a single topic, which traces sequences, not bags, of "near-dups" over time, both within videos and across...[Show more]

CollectionsANU Research Publications
Date published: 2010
Type: Conference paper
URI: http://hdl.handle.net/1885/57737
Source: Proceedings ACM Multimedia 2010
DOI: 10.1145/1873951.1874198

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