ADIPRATAMA, FARISKA BRILIAN (2026) SISTEM KLASIFIKASI PENGLIHATAN WARNA BERBASIS APLIKASI ANDROID MENGGUNAKAN METODE ISHIHARA DAN FARNSWORTH D-15 DENGAN ANALISIS PERBANDINGAN AKURASI. S1 thesis, Universitas PGRI Madiun.
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Abstract
Color blindness is a visual impairment that prevents a person from distinguishing certain colors, potentially affecting daily activities and career choices. Conventional color vision testing using the Ishihara book and the Farnsworth D-15 arrangement test has limitations, including dependence on lighting conditions, print quality, equipment availability, and the limited number of examiners. This study aims to Design and build an Android-based color vision classification application that implements both the Ishihara and Farnsworth D-15 methods while conducting a comparative analysis of the accuracy of both methods in classifying color vision. The system was developed using the Prototype method, comprising requirements analysis, Design, implementation, and testing. Functional testing was carried out using the black box method, while classification accuracy was evaluated by comparing each method's classification results against standard examination results, complemented by the Cohen’s Kappa agreement coefficient between the two methods. The results show that the application can run all main functions properly and classify color vision into normal, protan, deutan, tritan deficiencies, and undetermined deficiency (type not yet determinable). The comparative analysis indicates that the Ishihara method excels in the initial screening of red-green color deficiency, whereas the Farnsworth D-15 method is more accurate in classifying the type and severity of color deficiency. Thus, the developed application can serve as a practical and objective alternative tool for color blindness examination.
| Item Type: | Thesis/Skripsi/Tugas Akhir (S1) |
|---|---|
| Kata Kunci: | color vision classification; color blindness; Ishihara; Farnsworth D-15; accuracy comparison; Android application |
| Subjects: | Q Science > Q Science (General) Q Science > QA Mathematics Q Science > QA Mathematics > QA75 Electronic computers. Computer science Q Science > QA Mathematics > QA76 Computer software T Technology > T Technology (General) |
| Divisions: | Fakultas Teknik > Teknik Informatika |
| Depositing User: | ADIPRATAMA BRILIAN FARISKA |
| Date Deposited: | 15 Oct 2026 04:42 |
| Last Modified: | 15 Oct 2026 04:42 |
| URI: | http://eprint.unipma.ac.id/id/eprint/10203 |
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