عنوان

Hidden Markov models :

(Number (ISBN

9789812797605

(Number (ISBN

9812797602

Erroneous ISBN

9789810245641

Erroneous ISBN

9810245645

Erroneous ISBN

9812797602

Title Proper

Hidden Markov models :

General Material Designation

[Book]

Other Title Information

applications in computer vision /

First Statement of Responsibility

edited by Horst Bunke and Terry Caelli.

Place of Publication, Distribution, etc.

River Edge, NJ :

Name of Publisher, Distributor, etc.

World Scientific,

Date of Publication, Distribution, etc.

©2001.

Specific Material Designation and Extent of Item

1 online resource.

Series Title

Series in machine perception and artificial intelligence ;

Volume Designation

v. 45

Text of Note

Also issued as: International journal of pattern recognition and artificial intelligence, v. 15, no. 1 (Feb. 2001).

Text of Note

Includes bibliographical references.

Text of Note

Preface / H. Bunke and T. Caelli -- Introduction: A simple complex in artificial intelligence and machine learning / B.H. Juang -- An introduction to hidden Markov models and Bayesian networks / Z. Ghahramani -- Multilingual machine printed OCR / P. Natarajan [and others] -- Using a statistical language model to improve the performance of an HMM-based cursive handwriting recognition system / U.-V. Marti & H. Bunke -- A 2-D HMM method for offline handwritten character recognition / H.-S. Park [and others] -- Data-driven design of HMM topology for online handwriting recognition / J.J. Lee, J. Kim & J.H. Kim -- Hidden Markov models for modeling and recognizing gesture under variation / A.D. Wilson & A.F. Bobick -- Sentence lipreading using hidden Markov model with integrated grammar / K. Yu, X. Jiang & H. Bunke -- Tracking and surveillance in wide-area spatial environments using the abstract hidden Markov model / H.H. Bui, S. Venkatesh & G. West -- Shape tracking and production using hidden Markov models / T. Caelli, A. McCabe & G. Briscoe -- An integrated approach to shape and color-based image retrieval of rotated objects using hidden Markov models / S. Milller, S. Eickeler & G. Rigoll.

0

Text of Note

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 image database retrieval. This book is also published as a special issue of the International Journal of Pattern Recognition and Artificial Intelligence (February 2001).

International Standard Book Number

9789810245641

International Standard Book Number

9810245645

Computer vision-- Mathematical models.

Markov processes.

Optical pattern recognition-- Mathematical models.

Computer vision-- Mathematical models.

COMPUTERS-- Computer Vision & Pattern Recognition.

Markov processes.

Optical pattern recognition-- Mathematical models.

COM-- 016000

Number

Edition

Class number

Bunke, Horst.

Caelli, Terry.

Date of Transaction

20200823231742.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y