Video Summarization - An improved Framework using CNN

Abstract

Summarization is an act of exhibiting the most significant thing which is used in every field like Video,
Audio and Text summarization. Video Summarization is a concise and meaningful representation of a video which is
mostly used in surveillance of data. Video summarization has been mainly preferred to enhance faster browsing of large
videos collection and more effective contents accessing and indexing. The proposed system which is summarizes the
video by using CNN technique. In this work, the input video is extracted number of frames, then applying Convolutional
Neural Network the extracted frames are experienced with the trained dataset for recognizing important frames. From
the sorted frames, the system generates the resultant summarized video. The proposed work generated more accurate
video summary. Various cricket videos are collected as a dataset.