ACADSTAFF UGM

CREATION
Title : Vehicle Object Segmentation as a Pre-Processing of Motorcycle License Plate Number Detection
Author :

Prof. Drs. Agus Harjoko, M.Sc., Ph.D. (1) Lukman Awaludin, S.Si., M.Cs. (2) Roghib Muhammad Hujja, S.Si., M.Cs. (3)
Date : 0 2018
Keyword : identification of motorcycle license plate number, pre-processing methods identification of motorcycle license plate number, pre-processing methods
Abstract : Now, there are many methods used to identify vehicle number plates, in general, vehicle identification made by using images from Video Sensor (VS), which is CCTV which is then processed using Optical Character Recognition to recognize each character on the number plate then combined into a complete vehicle number plate information. The builder of Optical Character Recognition has many methods that can be used. The builder method itself divided into three stages, namely pre-processing, identification, and classification. The pre-processing stage is the initial stage, and the results significantly influence subsequent processes. In the pre-processing section, there are also many methods that can be used. Therefore, in this study analysis will be carried out regarding the methods used in identifying vehicle registration number plates in Indonesia for the type of vehicle motorcycle case study of vehicles passing through the portal the campus entrance to the UGM Science Cluster based on the pre-processing video data section. The test results obtained by the method using the Background Subtractor MoG with the addition of several methods such as Sobel x, Threshold, Closing, Erosion, Dilation, and Contours managed to segment better with a 100% success rate on the existing dataset.
Group of Knowledge : Ilmu Komputer
Original Language : English
Level : Internasional
Status :
Published
Document
No Title Document Type Action
1 Ijarset Editorial.pdf
Document Type : [PAK] Halaman Editorial
[PAK] Halaman Editorial View
2 cover-Ijarset.pdf
Document Type : [PAK] Halaman Cover
[PAK] Halaman Cover View
3 daftar isi VOLUME 5, ISSUE 12 ijarset.pdf
Document Type : [PAK] Daftar Isi
[PAK] Daftar Isi View
4 Vehicle Object Segmentation as a PreProcessing of Motorcycle License Plate Number Detection.pdf
Document Type : [PAK] Cek Similarity
[PAK] Cek Similarity View
5 29-IJARSET-lukman_rev.pdf
Document Type : [PAK] Full Dokumen
[PAK] Full Dokumen View