Public Security Video and Image Analysis Challenge: A Retrospective

The Public Security Video and Image Analysis Challenge (PSVIAC) is a benchmark in object detection and instance search on public security surveillance videos. This challenge is first held in 2016, attracting participation from more than twenty institutions. This paper provides a review of this challenge, including tasks definition, datasets creation, ground truth annotation, and results comparison and analysis. We conclude the paper with some future improvements.