Mahkonen PhD thesis: Link. The thesis develops novel efficient and effective event detection methods for video and audio data. The particular novelty is a new algorithm to make a fast decision cascade using Boolean combinations of available detectors.
The opponents in the thesis examination committee were Professor Vesa Valimaki and Dr. Jorma Laaksonen from Aalto University, Finland.