Publication:
Automatic Generation of Preview Images Based on Video Sequence Analysis Using Computer Vision

Дата
2021
Авторы
Lipko, D. V.
Ilyasov, T. K.
Arjakov, A. V.
Journal Title
Journal ISSN
Volume Title
Издатель
Научные группы
Организационные подразделения
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Организационная единица
Институт интеллектуальных кибернетических систем
Цель ИИКС и стратегия развития - это подготовка кадров, способных противостоять современным угрозам и вызовам, обладающих знаниями и компетенциями в области кибернетики, информационной и финансовой безопасности для решения задач разработки базового программного обеспечения, повышения защищенности критически важных информационных систем и противодействия отмыванию денег, полученных преступным путем, и финансированию терроризма.
Выпуск журнала
Аннотация
© 2021 IEEE.The article is devoted to the problems of video analysis, selecting keyframes from it, searching for the most attractive thumbnails in it, as well as analyzing existing approaches to solving these problems. The article offers a new method for selecting attractive frames based on selecting frames with the largest number of attractive objects. This results in a frame that is visually appealing and relevant to the video. The solution also considers the selection of the most attractive thumbnails based on the analysis of various visual qualities and aesthetic indicators of video frames, and then performs cluster analysis to ensure that the resulting images match the video content. The research also considers the method of selecting the frames with the greatest activity through the emotional analysis of people in the video. If necessary, a style is applied to the final image to get a more interesting result.
Описание
Ключевые слова
Цитирование
Lipko, D. V. Automatic Generation of Preview Images Based on Video Sequence Analysis Using Computer Vision / Lipko, D.V., Ilyasov, T.K., Arjakov, A.V. // Proceedings of the 2021 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering, ElConRus 2021. - 2021. - P. 2154-2157. - 10.1109/ElConRus51938.2021.9396099
URI
https://www.doi.org/10.1109/ElConRus51938.2021.9396099
 https://www.scopus.com/record/display.uri?eid=2-s2.0-85104765028&origin=resultslist
 http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=Alerting&SrcApp=Alerting&DestApp=WOS_CPL&DestLinkType=FullRecord&UT=WOS:000669709802040
 https://openrepository.mephi.ru/handle/123456789/23993
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