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All Journal QARDHUL HASAN: MEDIA PENGABDIAN KEPADA MASYARAKAT JURNAL CRANKSHAFT SENTRI: Jurnal Riset Ilmiah Journal Of Artificial Intelligence And Software Engineering
Augustino, Immanuel Freddy
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Aerospace Engineering Agriculture, Biological Sciences & Forestry Humanities Computer Science & IT Control & Systems Engineering Economics, Econometrics & Finance Education Energy Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Mechanical Engineering Social Sciences Other

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Journal : journal of artificial intelligence and software engineering

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Butterfly Feature Extraction Using HSV, Lacunarity, and CNN Rahayu, Putri Nur; Sukarno, Friska Intan; Augustino, Immanuel Freddy; Yuniati, R. A. Norromadani; Rakhmadi, Ardhon
Journal of Artificial Intelligence and Software Engineering Vol 5, No 2 (2025): June
Publisher : Politeknik Negeri Lhokseumawe

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30811/jaise.v5i2.6876

Abstract

This study aims to extract the morphological features of butterflies using the HSV (Hue, Saturation, Value) and lacunarity. The HSV method is used to obtain color information from butterfly images. lacunarity is used to extract texture characteristic to enhance the visual representation of the object. These extracted features are used as input for the processing of classification using algorithm of Convolution Neural Network (CNN). Based on the experimental result, the classification has accuracy 70%. This accuracy indicates that the combination of HSV and lacunarity methods is sufficiently effective in describing of the visual butterflies features for automatic classification.
Co-Authors Abda Abda Andiana, Rocky Ardhon Rakhmadi Azhad, Faizur Rijal Bachtiar Bone, Iskia Ipan Dua’ Brian, Thomas Eriek Wahyu Restu Widodo Habibi, Tsaaqif Haani Kusminah, Imah Luluk M. Thoriq Wahyudi Muhamad Ari Mukhlis Munir, Moh. Miftachul Prastyawan, Rikat Eka Pujiputra, Anggarjuna Puncak Putri Nur Rahayu Rahayu, Putri Nur Sa'diyah, Rahmatus Sukarno, Friska Intan Tsany, Rahmat Basya Shahrys Yudi Andika Yuniati, R. A. Norromadani Zulfika, Dicki Nizar