Ebook: Hidden Markov models : applications in computer vision
Author: Bunke Horst, Caelli Terry
- Tags: Computer vision -- Mathematical models, Markov processes, Optical pattern recognition -- Mathematical models
- Series: Series in machine perception and artificial intelligence 45.
- Year: 2001
- Publisher: World Scientific Pub. Co.
- City: River Edge, N.J., Singapore
- Language: English
- pdf
Hidden Markov models (HMMs) originally emerged in the domain of speech recognition. In recent years, they have attracted growing interest in the area of computer vision as well. This book is a collection of articles on new developments in the theory of HMMs and their application in computer vision. It addresses topics such as handwriting recognition, shape recognition, face and gesture recognition, tracking, and Read more...