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Abstract. The parking management system (PMS) using the drone camera is one of the challenging task and trending technologies of computer vision that can help to solve the parking problem. In this paper, we proposed a new PMS and a method to improve the performance of license plate recognition (LPR) in existing PMS based on drone camera. The proposed method is evaluated using 41 personidentifiable license plate images selected from the Mini-drone video dataset. An open source optical character recognition (OCR) engine called Tesseract is used for LPR, where the results are improved by the proposed look up table which is made from existing PMS.