The V3C1 Dataset: Advancing the State of the Art in Video Retrieval

Authors
Luca Rossetto, Fabian Berns, Klaus Schoeffmann, George Awad, Christian Beecks
Type
Article
Date
2019/6
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ACM SIGMM Records
Publisher
ACM SIGMM
Abstract

Standardized datasets are of vital importance in multimedia research, as they form the basis for reproducible experiments and evaluations. In the area of video retrieval, widely used datasets such as the IACC, which has formed the basis for the TRECVID Ad-Hoc Video Search Task and other retrieval-related challenges, have started to show their age. For example, IACC is no longer representative of video content as it is found in the wild. This is illustrated by the figures below, showing the distribution of video age and duration across various datasets in comparison with a sample drawn from Vimeo and Youtube.

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