Automated inspection system for shape of starfruit / Norsyam Suraya Abidin

Abidin, Norsyam Suraya (2007) Automated inspection system for shape of starfruit / Norsyam Suraya Abidin. Degree thesis, Universiti Teknologi MARA.

Abstract

Nowadays there are many inspection systems that can recognize tropical fruit in Malaysia. However, finally, they have to use shape analysis for identification and to obtain exact boundary positions and distinguish fruit areas in a natural background image by colour, this research aims to detect a new method or system of Starfruit which enables people to recognize, verify and without the constraints of human energy and time. The system will be introduce is starfruit inspection vision system (SIVS), and purposely create for MARDI. The objectives of this project are to define the requirement criteria in order to develop Automated Inspection System for shape of starfruit, to design Automated Inspection System model that covers the shape of starfruit 4, 5 and 6 based on the shape follow MARDI quality standards and its also to develop a prototype system for automated shape system of starfruit using lab view and IMAQ vision 6.0 software. The concept of this research system is based on Fourier-based shapes separations method was developed for shape detection, the use of classifier such as linear discrimination analysis. The objectives has been achieved and found the boundary shape of each starfruit and the results come out with the standard shape of starfruit. The prototype is capable to shows each shape of starfruit and 100% accuracy of each shape with the fastest process identify shape of starfruit.

Metadata

Item Type: Thesis (Degree)
Creators:
Creators
Email / ID Num.
Abidin, Norsyam Suraya
UNSPECIFIED
Contributors:
Contribution
Name
Email / ID Num.
Thesis advisor
Nairn, Saharbudin
UNSPECIFIED
Subjects: H Social Sciences > HD Industries. Land use. Labor > Agricultural industries > Fruit trade. Nuts industry
Divisions: Universiti Teknologi MARA, Shah Alam > Faculty of Computer and Mathematical Sciences
Programme: Bachelor of Science (Hons) Information Technology
Keywords: Starfruit inspection vision system, MARDI, Tropical fruit
Date: 2007
URI: https://ir.uitm.edu.my/id/eprint/64509
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