Patria Artha Technological Journal
Vol 2, No 1 (2018): Patria Artha Technological Journal

A HYBRID RECOGNITION METHOD THROUGH VIDEO SURVEILLANCE USING COMBINED HARRIS-EDGE

Indrabulan, Tantri ( Lecture)

Article Info

Publish Date
30 Apr 2018

Abstract

This paper discuss Intelligent Transportation System (ITS) which is incorporated with computer vision techniques in recognition of vehicles for typical fast growth cities in development countries. Two algorithm are combined i.e. Harris and Edge Prewitt to increase accuration of vehicles’ detection. Verification is conducted using Support Vector Machine (SVM) and Histograms of Oriented Gradiens (HOG) as its descriptor. Six pieces of experimental videos from a wide variety of road conditions are used for processing. It shows that  percentage average for sensitivity is 75.73%, specificity 90.1% precision 56.0% and with accuration of 77.73%.

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Journal Info
Patria Artha Technological Journal
Website

Abbrev

patj

Publisher

Universitas Patria Artha

Subject

Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Energy Engineering

Description

Patria Artha Technological Journal (PATJou) Print ISSN : 2549-6131 ; Online ISSN : 2549-614X is a peer-reviewed journal published by Department of Electrical Engineering, Faculty of Engineering and Informatics, Patria Artha University, twice a year in April and ...