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All Journal Wahana : Tridarma Perguruan Tinggi
Puji Putra, Anggarjuna Puncak
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Agriculture, Biological Sciences & Forestry Humanities Decision Sciences, Operations Research & Management Education Electrical & Electronics Engineering Engineering Environmental Science Health Professions Languange, Linguistic, Communication & Media Nursing

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Extraction and Classification Feature of Timbers texture with Wavelet, Color Moment, and Multi Layer Perceptron Rahayu, Putri Nur; Rakhmadi, Ardhon; Puji Putra, Anggarjuna Puncak; Erwanto, Danang Erwanto; Atmiasri, Atmiasri
WAHANA Vol 78 No 1 (2026): Wahana Tridarma Perguruan Tinggi
Publisher : LPPM Universitas PGRI Adi Buana Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36456/wahana.v78i1.11391

Abstract

The manual identification and classification of timber species are often subjective, time-consuming, and require specialized expertise. To address these limitation, an automated system is essential to simplify the identification and classification processes. This research is combined approach to timber feature extraction based on texture and color. The three methods used are: 1) The method of Wavelet for spatial texture extraction, 2) The color moment method for extraction statistical color information (mean, standard deviation, and skewness), and 3) the Multi Layer Perceptron Method, where Multi Layer Perceptron is used to classify the extraction result from Wavelet and color moment
Co-Authors Ardhon Rakhmadi Atmiasri Erwanto, Danang Erwanto Rahayu, Putri Nur