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Broadcasters are demonstrating interest in systems that ease the process of annotating huge amount of live and archived video materials. Exploitation of such assets is considered a key method for the improvement of production quality and sport videos (one of the most marketable assets). In Europe, soccer is one of the most relevant sport types. This paper deals with detection and recognition of soccer highlights, using an approach based on temporal logic models.