Application of Binary Particle Swarm Optimization in Automatic Classification of Wood Species using Gray Level Co-Occurence Matrix and K-Nearest Neighbour

• Main Authors: Syahrul Hisham , Mohamad, Mohd Karis, Safirin, Jaafar, Hazriq Izzuan
• Format: Article
• Language: English
• Published: 2013
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utem.edu.my/id/eprint/10619/1/2013_Journal_IJSCER_%282%29.pdf; http://eprints.utem.edu.my/id/eprint/10619/; http://www.ijser.org/onlineResearchPaperViewer.aspx?Binary-Particle-Swarm-Optimization-in-Automatic-Classification-of-Wood-Species.pdf
• Institution: Universiti Teknikal Malaysia Melaka

This paper proposed an application of Binary Particle Swarm Optimization in automatic classification of wood species. The images of wood species are taken from Universiti Teknologi Malaysia’s CAIRO Wood Database which consists of 25 species. The features of the images are extracted using Gray Level...