Perfecting a Video Game with Game Metrics
Vol 16, No 4: August 2018

Development of Leaf Area Meter Using Open CV for Smartphone Application

Tony K. Hariadi (Universitas Muhammadiyah Yogyakarta)
Zulfan Fadholi (Universitas Muhammadiyah Yogyakarta)
Anna NN Chamim (Universitas Muhammadiyah Yogyakarta)
Nafi A Utama (Universitas Muhammadiyah Yogyakarta)
Indira Prabasari (Universitas Muhammadiyah Yogyakarta)
Slamet Riyadi (Universitas Muhammadiyah Yogyakarta)



Article Info

Publish Date
01 Aug 2018

Abstract

This study aimed to design an accurate and practical system of leaf area determination using a smartphone. A software application for leaf area computation was developed using Open CV (Open Source Computer Vision) library. Open CV software was tested to estimate the accuracy of leaf area calculation. Leaf area calculations were undertaken using three different image resolutions to compare their accuracy. The results of the software calculations were then compared with the results of the laboratory leaf area meter to identify any errors. The results showed that higher image resolutions improved accuracy by reducing errors. High resolution image gave higher accuracy, however processing speed decreased. Leaf measurement in this project resulted in accuracy range between 92.8% to 99.0%. It was concluded that the Open CV algorithm gave fast and adequate accuracy for leaf area calculation, and that the smartphone mobile application system was practical for field use.

Copyrights © 2018






Journal Info

Abbrev

TELKOMNIKA

Publisher

Subject

Computer Science & IT

Description

Submitted papers are evaluated by anonymous referees by single blind peer review for contribution, originality, relevance, and presentation. The Editor shall inform you of the results of the review as soon as possible, hopefully in 10 weeks. Please notice that because of the great number of ...