Applications of hidden Markov model and support vector machine for state estimation / Md.Fayeem Aziz

• Main Author: Md. Fayeem , Aziz
• Format: Thesis
• Published: 2014
• Subjects: T Technology (General); TJ Mechanical engineering and machinery
• Online Access: http://studentsrepo.um.edu.my/8297/2/Final_verson_thesis.pdf; http://studentsrepo.um.edu.my/8297/

This thesis introduces applications of support vector machine (SVM) and hidden Markov model (HMM) for signal processing and image processing. The result of the SVM classifier treated as is used as observation to the HMM and the state is estimated by probabilistic argument maximization. The probabili...