CCTV image analysis for security and safety applications has become a trending topic in computer vision due to the increasing amount of CCTV cameras that are being deployed in outdoor and indoor scenarios. The analysis of the great amount of video that the cameras are capturing requires a very high investment in personnel and time just to be able to monitorize and analyse the events. Vicomtech-IK4 is working on Semantic Video Analysis Tools that help to automatically analyse and resume the complex activities that are happening on the scene. The complex events are described based on semantic rules helping the end users to describe the events that they want to find in the scene. The Semantic Video Analysis Tool processes the video and provides a final activity report that resumes all the activity in a couple of lines giving a complete overview of the activity occurred on the video file.