Number Plate Recognition System Based On Sobel Edge Detection, Bounding Box And Template Matching

Nasir, Muhammad Nazmin (2018) Number Plate Recognition System Based On Sobel Edge Detection, Bounding Box And Template Matching. Project Report. Universiti Teknikal Malaysia Melaka, Melaka, Malaysia. (Submitted)

Text (24 Pages) Number Plate Recognition System Based On Sobel Edge Detection, Bounding Box And Template Matching.pdf - Submitted Version Download (697kB)

Abstract

Number Plate Recognition became a very important in our daily life because of the unlimited increase of cars and transportation systems which make it impossible to be fully managed and monitored by humans,examples are so many like traffic monitoring,tracking stolen cars, managing parking toll,red-light violation enforcement, border and customs checkpoints.Yet it’s a very challenging problem,due to the diversity of plate formats,different scales,rotations and non-uniform illumination conditions during image acquisition.This system is approach based on simple but efficient Sobel edge detection method for plate localization.This approach is simplified to segmented all the letters and numbers used in the number plate by using bounding box method character segmentation and then to use Template Matching to recognition of numbers and characters.The concentrate is given to locate the number plate region properly to segment all the number and letters to identify each number separately.

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