Online handwriting recognition using support vector machine

• Main Authors: Ahmad A.R., Khalid M., Viard-Gaudin C., Poisson E.
• Other Authors: 35589598800
• Format: Conference paper
• Published: Institute of Electrical and Electronics Engineers Inc. 2023
• Subjects: Database systems; Markov processes; Neural networks; Speech recognition; Word processing; Hidden Markov Models (HMM); Hybrid systems; Support vector machines (SVM); Online systems
• Institution: Universiti Tenaga Nasional

Discrete Hidden Markov Model (HMM) and hybrid of Neural Network (NN) and HMM are popular methods in handwritten word recognition system. The hybrid system gives better recognition result due to better discrimination capability of the NN [3]. Support Vector Machine (SVM) is an alternative to NN. In s...