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Active Cleaning for Video Corpus Annotation
[chapter]
2012
Lecture Notes in Computer Science
In this paper, we have described the active cleaning approach that was used to complement the active learning approach in the TRECVID collaborative annotation. It consists in using a classification system in order to select the most informative samples for multiple annotations, in order to improve the quality and the reliability of the annotations. We have evaluated the actual impact of the active cleaning approach on TRECVID 2007 collection. The evaluations were conducted using complete
doi:10.1007/978-3-642-27355-1_48
fatcat:lfpzcg6zhbc7zkoqun4z2wzgvu