ABSTRACT The rise of motorcycle theft crimes in big cities like in the city of Pekanbaru requires security surveillance that is able to supervise 24 hours such as CCTV, CCTV video recordings are often used to analyze criminal cases, one of which is motorcycle theft. The police in disclosing the perpetrators of motorcycle theft recorded by CCTV seem to be slow in the investigation process, beca…