Bulletin of Multi-Disciplinary Science and Applied Technology
Vol 1 No 2 (2022): Februari 2022

Implementasi Metode Viola Jones Untuk Perancangan Sistem Pemantauan Tempat Parkir Berdasarkan Digital Image Processing

Tonggam Harado Wilson Sinaga (Universitas Budi Darma, Medan)
Sinar Sinurat (Universitas Budi Darma, Medan)

Article Info

Publish Date
02 Apr 2022

Abstract

Image processing is image processing, which aims to improve image quality so that it can be easily interpreted by humans or machines. Image processing techniques transform images into other images. Image processing can be used in various fields, one of which is in terms of accessing the parking lot using the viola jones method. Viola-Jones applies the Adaboost (adaptive boosting) algorithm which can improve detection performance. The process of monitoring available and empty parking spaces using the Viola-Jones method is to classify objects in the image based on some simple feature values. There are several reasons to use these features instead of doing the filter process directly. The most basic reason is that the feature is a feature-based operating system so it's much faster than a pixel-based system. The image classification process is based on the value of a feature. The output is in the form of information about vacant parking locations and occupied parking lots.

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Journal Info
Bulletin of Multi-Disciplinary Science and Applied Technology
Website

Abbrev

bimasati

Publisher

Forum Kerjasama Pendidikan TInggi

Subject

Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Mathematics Other

Description

Komputer, Informatika, Industri, Elektro, Telekomunikasi, Kesehatan, Agama, Pertanian, Pembelajaran, Pendidikan, Teknologi Pendidikan, Ekonomi dan Bisnis, Manajemen, Akuntansi, dan Hukum Pendidikan dan Pembelajaran Bahasa ...