Jan 18, 2016 · The goal of this approach is to generate a video summary (static and dynamic) based on Visual Attention Model (VAM) and new Fast Directional ...
Return to Article Details Effective and Efficient Video Summarization Approach for Mobile Devices Download Download PDF. Thumbnails Document Outline
In this paper, an effective and efficient video summarization approach for mobile devices is proposed. The goal of this approach is to generate a video summary ...
In this paper, we present a novel unsupervised video summarization model that requires no manual annotation. The proposed model termed Cycle-SUM adopts a new ...
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Oct 6, 2024 · A survey that explores the various approaches and methods created for video summarizing, emphasizing both abstractive and extractive strategies.
Video Summarization is the process of condensing a raw video into a shorter summary by applying various criteria and mathematical formulations to extract ...
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Jul 23, 2024 · We propose a method based on KFE (key frame extraction) technique, which is recommended based on an efficient and accurate visual attention model.
In order to facilitate efficient WCE data collection and browsing task, we present a resource- and bandwidth-aware WCE video summarization framework that ...
Muhammad et al [47], proposed an efficient video summarization method for surveillance videos by Convolutional Neural Network. (CNN). This method learns deep ...
This article presents a classification and analysis of video summarization approaches, with a focus on real-time video summarization (RVS) domain techniques.