Activity Detection
Data to be monitored might include activity at an airport or military base or another sensitive site, video streams from surveillance cameras, or logs generated by web applications or any transaction processing system (e.g., ATMs). Applications might require activity detection to be preformed either in real-time as data is being received or offline after a body of data has been acquired. Activities tend to be high-level and can often be executed in many different ways. Our research is aimed at developing techniques and algorithms to formally describe what the activities of interest are and identify instances of them from a body of data, both online and offline.