Identifikasi Mangrove Berbasis Citra Daun Menggunakan KNN dengan Ekstraksi Tekstur Wavelet

Abstract

Mangroves are plants that live in tidal area. Mangroves have many benefits such as preventing abrasion and becoming medicinal plants. Mangroves identification is difficult because of their various species and simililarities between species. This research developed a system to identify Mangrove using Discrete Wavelet Transform and K-Nearest Neighbour classification based on mangrove leaf image. The best accuracy in this research was 88.75%, obtained at Discrete Wavelet Transform decomposition level five and six.