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The importance of video annotation is constantly rising, especially in areas of multimedia retrieval, semantic search and even in newest research in neuroscience. The list of pixel-accurate, hierarchical and automatic object detection tools is still empty, due to the excessive complexity. The approach is to roll out the automation to a problem specific detection algorithm. […]