SummarizeX : Intelligent Video Compression Using AI

Abstract

With the rapidly increasing video data, the activity of summarizing videos is becoming very significant. Video summarizing enables the proper storage, retrieval, and utilization of multimedia data by converting long videos into short, meaning-carrying summaries. The domain has seen tremendous change with new developments in the field of deep learning, through which a high-quality automatic summary can be generated with only minimal manual intervention. The paper surveys the designs, challenges, and applications of state-of-the-art deep learning techniques. We examine further directions in this exciting field and provide experimental evaluations.