Abstract: Highlights•We proposed a new video representation from the perspective of multiple-view fusion, by using multi-layer multi-view LDA framework.•The proposed video representation scheme solved the problem of ads video classification effectively.•We built a publicly advertisement video dataset, which can be shared in the research of video advertising.
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