Bengali License Plate Detection using Viola-Jones Algorithm
Ahmed Mortuza Saleque1, Fahim Shahriar Chowdhury2, Md. Rakin Ashraf Khan3, Rashadul Kabir4, AKM Bahalul Haque5
1Ahmed Mortuza Saleque, Department of Electrical and Electronic Engineering, American International University-Bangladesh, Dhaka, Bangladesh.
2Fahim Shahriar Chowdhury, Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh.
3Md. Rakin Ashraf Khan, Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh.
4Rashadul Kabir, Department of Electrical and Computer Engineering, Presidency University, Dhaka, Bangladesh.
5AKM Bahalul Haque, Department of Electrical and Computer Engineering, North South University, Dhaka, Bangladesh.
Manuscript received on November 15, 2019. | Revised Manuscript received on 25 November, 2019. | Manuscript published on December 10, 2019. | PP: 5058-5065 | Volume-9 Issue-2, December 2019. | Retrieval Number: B7689129219/2019©BEIESP | DOI: 10.35940/ijitee.B7689.129219
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: Image classification has been a rapidly developing field over the previous decade, and the utilization of Convolutional Neural Networks (CNNs) and other deep learning techniques is developing rapidly. However, CNNs are compute-intensive. Another algorithm which was broadly utilized and keeps on being utilized is the Viola-Jones algorithm. Viola-Jones adopts an accumulation strategy. This means Viola-Jones utilizes a wide range of classifiers, each looking at a different part of the image. Every individual classifier is more fragile than the last classifier since it is taking in fewer data. At the point when the outcomes from every classifier are joined, be that as it may, they produce a solid classifier. In this paper, we would like to develop a model that will be able to detect the Bengali license plates of, using the Viola-Jones Algorithm with better precision. It can be utilized for various purposes like roadside help, road safety, parking management, etc
Keywords: Viola-Jones Algorithm, License Plate Detector, Cascade Architecture
Scope of the Article: Algorithm Engineering