Video Analytics Evaluation: Survey of Datasets, Performance Metrics and Approaches

Abstract : This report presents a survey of evaluation datasets, metrics and practices used by the scientificcommunity pertaining to the evaluation of video analytics in the video surveillance context.The focus of the survey is on the task of visually tracking people in video, and its application toloitering and tailgating detection. The related key results from the TRECVID video analyticevaluation conducted by the National Institute of Standards and Technology (NIST) arepresented.

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