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

Authors

  • Tantri Indrabulan Lecture

DOI:

https://doi.org/10.33857/patj.v2i1.131

Keywords:

Intelligent Transportation System (ITS), vehicles’ detection, interest point, Harris, Edge Prewitt, HOG, SVM

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%.

Author Biography

Tantri Indrabulan, Lecture

Faculty Of Engineering And Informatics, Patria Artha University

References

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Published

2018-04-30

Issue

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

Section

Articles

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