Video Summarization using Machine Learning Mechanism: A Comprehensive Review

Abstract

In the present era, information plays a major role for an application of video, image processing, indexing of videos and video searching. Digital processing of videos, and editing of videos are trending now days due to advancement in technology but the same time having some limitations such as slow retrieval of video and content delivery. The process of creating synopsis through video by extracting key element such as frame, clips known as video summarization technique. Video summarization having tendency to provide effective and advance information and can process huge amount of video data without any interruption. The process of video summarization is as similar to process of subtraction of foreground and background from the video. This paper presents a review of literature focused on video summarization and their comparative analysis.