Automatic Recognition of Human Activities in Surveillance Videos: Overcoming the Curse of Dimensionality

该项目将提供一种能够自动识别监控视频中感兴趣的人类活动的技术。该项目将解决通过新的统计模式识别技术识别人类活动所固有的具有挑战性的巨大复杂性。该项目的成果将是一种有效的活动识别技术，将有助于监控环境的安全和安全，并支持澳大利亚视频监控行业的进一步发展。

This project will deliver a technology capable of automatically recognising human activities of interest in surveillance videos. The project will tackle the challenging, huge complexity inherent in the recognition of human activities by novel statistical pattern recognition techniques. The outcome of this project will be an effective activity recognition technology that will help monitor the security and safety of environments and support the further development of the Australian video surveillance industry.