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We implemented a novel vision-based system called Polymnis for the automated production of personalised video souvenirs for visitors in leisure and cultural heritage venues. Visitors are visually identified and tracked through a camera network. The system produces a personalized DVD souvenir at the end of a visitor’s stay allowing visitors to relive their experiences. Visitors are identified visitors by fusing facial and body features; then they are tracked visitors, and based on that visual information the final product is compiled.