ALPRS - A New Approach for License Plate Recognition using the Sift Algorithm

📝 Original Info

• Title: ALPRS - A New Approach for License Plate Recognition using the Sift Algorithm
• ArXiv ID: 1303.1667
• Date: 2013-03-08
• Authors: Researchers from original ArXiv paper

📝 Abstract

This paper presents a new approach for the automatic license plate recognition, which includes the SIFT algorithm in step to locate the plate in the input image. In this new approach, besides the comparison of the features obtained with the SIFT algorithm, the correspondence between the spatial orientations and the positioning associated with the keypoints is also observed. Afterwards, an algorithm is used for the character recognition of the plates, very fast, which makes it possible its application in real time. The results obtained with the proposed approach presented very good success rates, so much for locating the characters in the input image, as for their recognition.

💡 Deep Analysis

Deep Dive into ALPRS - A New Approach for License Plate Recognition using the Sift Algorithm.

This paper presents a new approach for the automatic license plate recognition, which includes the SIFT algorithm in step to locate the plate in the input image. In this new approach, besides the comparison of the features obtained with the SIFT algorithm, the correspondence between the spatial orientations and the positioning associated with the keypoints is also observed. Afterwards, an algorithm is used for the character recognition of the plates, very fast, which makes it possible its application in real time. The results obtained with the proposed approach presented very good success rates, so much for locating the characters in the input image, as for their recognition.

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