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This book aims to present state-of-the-art research advances of video event understanding technologies. It will provide researchers and practitioners a rich resource for future research directions and successful practice. It could also serve as a reference tool and handbook for researchers in a number of applications including visual surveillance, human-computer interaction, and video search and indexing etc. Its potential audience will be composed of active researchers and practitioners as well as graduate students working on video analysis in various disciplines such as computer vision, pattern recognition, information security, artificial intelligence, etc.