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Інформація × Реєстраційний номер 2119U006511, Матеріали видань та локальних репозитаріїв Категорія Препринт Назва роботи movie2trailer: Unsupervised trailer generation using Anomaly detection Автор Rehusevych OrestRehusevych Orest Дата публікації 01-01-2019 Постачальник інформації Український католицький університет Першоджерело https://hdl.handle.net/20.500.14570/4472 Видання Опис In this work, we present a novel unsupervised approach for automatic trailer gen- eration - movie2trailer. To our knowledge, it is the first-ever application of anomaly detection to such a creative and challenging part of the trailer creation process as a shot selection. One of the main advantages of our approach over the competitors is that it does not require any prior knowledge and extracts all needed information directly from the input movie. By leveraging the recent advancements in video and audio analysis, we can produce high-quality movie trailers in equal or less time than professional movie editors. The proposed approach reaches state-of-the-art in terms of visual attractiveness and closeness to the "real" trailer. Moreover, it exposes new horizons for researching anomaly detection applications in the movie industry. An example of generated with our approach trailer for the movie "Requiem for a dream" can be observed on YouTube. Додано в НРАТ 2025-11-05 Закрити