Using Saliency and Cropping to Improve Video Memorability
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Abstract (arXiv)
Video memorability is a measure of how likely a particular video is to be remembered by a viewer when that viewer has no emotional connection with the video content. It is an important characteristic as videos that are more memorable are more likely to be shared, viewed, and discussed. This paper presents results of a series of experiments where we improved the memorability of a video by selectively cropping frames based on image saliency. We present results of a basic fixed cropping as well as the results from dynamic cropping where both the size of the crop and the position of the crop within the frame, move as the video is played and saliency is tracked. Our results indicate that especially for videos of low initial memorability, the memorability score can be improved.
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References · 17
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- 2021The Influence of Audio on Video Memorability with an Audio Gestalt Regulated Video Memorability Systemcited by 5
5 more
- 2021Overview of The MediaEval 2021 Predicting Media Memorability Taskcited by 5
- 2022Overview of The MediaEval 2022 Predicting Video Memorability Taskcited by 5
- 2022Diffusing Surrogate Dreams of Video Scenes to Predict Video Memorabilitycited by 4
- 2021Predicting Media Memorability: Comparing Visual, Textual and Auditory Featurescited by 3
- 2022Analysing the Memorability of a Procedural Crime-Drama TV Series, CSIcited by 1
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