视频摘要的约束满足规划

Sid-Ahmed Berrani, Haykel Boukadida, P. Gros
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引用次数: 13

摘要

本文主要研究视频的自动摘要问题。提出的解决方案依赖于约束满足规划(CSP)。摘要生成规则表示为约束,摘要是在给定输入视频、其视听特征和可能的用户参数(如期望的持续时间)的情况下使用CSP求解器创建的。该解决方案清楚地将生产规则与生成算法分离开来,这在实践中允许用户轻松地表达他们的约束和偏好,并在目标应用程序中修改它们。该解决方案在网球比赛总结的背景下进行了广泛的评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Constraint Satisfaction Programming for Video Summarization
This paper addresses the problem of automatic video summarization. The proposed solution relies on constraint satisfaction programming (CSP). Summary generation rules are expressed as constraints and the summary is created using the CSP solver given the input video, its audio-visual features and possibly user parameters (like the desired duration). The solution clearly separates production rules from the generation algorithm, which in practice allows users to easily express their constraints and preferences and also to modify them w.r.t. the target application. The solution is extensively evaluated in the context of tennis match summarization.
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