A Semi-Automatic Soccer Video Annotation System based on Ontology Paradigm

Lamia Fatiha Kazi Tani, Abdelghani Ghomari, Mohammed Yassine Kazi Tani
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引用次数: 2

Abstract

Currently, the video annotation process becomes a very necessary task to overcome the problem of finding the adequate information on a huge database. To achieve this, it will be necessary to translate low level analysis results to a semantic meaning related to the video sequence, generally known as problem of semantic gap. Many researchers have worked on this issue in the aim to find new solutions, where the ontology paradigm is represented as one of them. In this paper, we consider this problem by developing a soccer ontology, that is used in our OSAS annotation system (Ontology Soccer Annotation System). This one is based on a set of Semantic Web Rule Language (SWRL) rules that bridges the semantic gap problem. Our idea show new directions and perspectives for future developments.
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基于本体范式的半自动足球视频标注系统
目前,为了克服在庞大的数据库中找到足够的信息的问题,视频标注过程成为一项非常必要的任务。为了实现这一点,有必要将低级分析结果转换为与视频序列相关的语义,通常称为语义间隙问题。许多研究者都在研究这个问题,试图找到新的解决方案,其中本体范式就是其中之一。在本文中,我们通过开发一个足球本体来考虑这个问题,该本体用于我们的OSAS注释系统(ontology soccer annotation system)。它基于一组语义Web规则语言(SWRL)规则,这些规则弥合了语义缺口问题。我们的想法为未来的发展展示了新的方向和视角。
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