Identification of train wagon numbers

In this work, we aimed to find and prepare to identify image parts, which include train wagon numbers. First, keypoints of wagon numbers are found. After that, the "candidate image", about which we do not have any information, and the "reference image" are matched. The keypoints...

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Bibliographic Details
Published in:Proceedings of the 2014 IEEE NW Russia Young Researchers in Electrical and Electronic Engineering Conference : 3-5 February 2014 pp. 63 - 68
Main Author: Sanver, Ufuk
Format: Conference Proceeding
Language:English
Published: IEEE 01.02.2014
Subjects:
Arrays
Equations
Gray-scale
Mathematical model
Rail transportation
Transforms
ISBN:9781479925933, 1479925934
Online Access:Get full text
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Summary:In this work, we aimed to find and prepare to identify image parts, which include train wagon numbers. First, keypoints of wagon numbers are found. After that, the "candidate image", about which we do not have any information, and the "reference image" are matched. The keypoints are found by the Scale Invariant Feauture Transform (SIFT) method of David G. Lowe. If enough keypoints are matched, than the area is controlled, where the information can be located. As a result of comparison, if there exists any matching areas, we check whether that area contains wagon number with 12 digits or not. After that, the part of selected area of image is prepared for identification utilizing image processing methods.
ISBN:9781479925933
1479925934
DOI:10.1109/ElConRusNW.2014.6839203