Although computer vision and image processing techniques improved significantly, the subjective user evaluation of video and image data as well as unsatisfactory object recognition methods made it necessary incorporation of fuzzy, uncertain, and imprecise data in multimedia databases. The multimedia database systems have to enable information for an attribute at different levels of uncertainty and support querying with fuzzy and crisp values independent of how data is stored in the database. We have developed a conceptual database model for multimedia database applications using ExIFO2 data model and used Fuzzy Object Oriented Model (FOOD) as the logical model. This multimedia database is applied for videos of soccer games.