Recognition of contour invariants with neurofuzzy classifier

• Main Authors: Shamsuddin, Siti Mariyam, Draman @ Muda, Azah Kamilah, Tan, Shuen Chuan
• Format: Article
• Language: English
• Published: Medwell Online 2006
• Subjects: Q Science (General)
• Online Access: http://eprints.utem.edu.my/id/eprint/22/1/Recognition_of_contour_invariants_with_NeuroFuzzy_classifier.pdf; http://eprints.utem.edu.my/id/eprint/22/
• Institution: Universiti Teknikal Malaysia Melaka

In this study, we explore contour invariants for handwritten digits recognitions with neuro-fuzzy classifier. We use fuzzy triangular function in backpropagation network to initialize the weights. The results reveal that fuzzy triangular membership function manages to decrease the network convergenc...