Visual Saliency Based Video Summarization: A Case Study for Preview Video Generation

TitleVisual Saliency Based Video Summarization: A Case Study for Preview Video Generation
Publication TypeConference Proceedings
Year of Conference2019
AuthorsRamya, G., and S. Kulkarni
Conference Name2nd National Conference on Information, Photonics and Communication IPC-2019
PublisherLecture Notes in Networks and Systems, Springer https://www.springer.com/series/15179
KeywordsDept. of Electronics and communication Engineering.
Abstract

The objective of this work is to explore the possivbility of creating a preview video for an existing video which is predominantly visual content driven. Video Saliencuy features are extracted from opponent color space.Alternately key frames or initial frame in each sequence are targeted and subsequent frames can be cut. Results are very good with underwater scenes, surveillance scenes, fight sequences in movie, outdoor sports sequence. a reduction of 6:1 is obtained on an average.