Hybrid of HMM and Fuzzy Logic for handwritten character recognition

• Main Authors: Suliman A., Shakil A., Sulaiman Md.N., Othman M., Wirza R.
• Other Authors: 25825739000
• Format: Conference paper
• Published: 2023
• Subjects: Character recognition; Computational linguistics; Feature extraction; Fuzzy sets; Fuzzy systems; Hidden Markov models; Information technology; Extracting features; Handwritten character recognitions; Handwritten characters; Hybrid approaches; Linguistic variables; Recognition rates; Fuzzy logic
• Institution: Universiti Tenaga Nasional

This paper presents a hybrid approach of HMM and Fuzzy Logic in the field of handwritten character recognition. Fuzzy Logic is used in the recognition phase while HMM is used in the process of extracting features for the preparation of linguistic variables of the fuzzy rules. Experimental results fr...