Hidden Markov Models: Applications In Computer Vision
eBook - PDF

Hidden Markov Models: Applications In Computer Vision

Applications in Computer Vision

  1. 244 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Hidden Markov Models: Applications In Computer Vision

Applications in Computer Vision

Book details
Table of contents
Citations

About This Book

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).

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Yes, you can access Hidden Markov Models: Applications In Computer Vision by Horst Bunke, Terry Michael Caelli in PDF and/or ePUB format, as well as other popular books in Biological Sciences & Science General. We have over one million books available in our catalogue for you to explore.

Information

Publisher
World Scientific
Year
2001
ISBN
9789812797605
Topic
Biological Sciences
Subtopic
Science General
Index
Biological Sciences

Table of contents

  1. CONTENTS
  2. PREFACE
  3. INTRODUCTION
  4. AN INTRODUCTION TO HIDDEN MARKOV MODELS AND BAYESIAN NETWORKS
  5. MULTILINGUAL MACHINE PRINTED OCR
  6. 6. Summary and Future Work
  7. USING A STATISTICAL LANGUAGE MODEL TO IMPROVE THE PERFORMANCE OF AN HMM-BASED CURSIVE HANDWRITING RECOGNITION SYSTEM
  8. A 2-D HMM METHOD FOR OFFLINE HANDWRITTEN CHARACTER RECOGNITION*
  9. DATA-DRIVEN DESIGN OF HMM TOPOLOGY FOR ONLINE HANDWRITING RECOGNITION
  10. HIDDEN MARKOV MODELS FOR MODELING AND RECOGNIZING GESTURE UNDER VARIATION
  11. SENTENCE LIPREADING USING HIDDEN MARKOV MODEL WITH INTEGRATED GRAMMAR
  12. TRACKING AND SURVEILLANCE IN WIDE-AREA SPATIAL ENVIRONMENTS USING THE ABSTRACT HIDDEN MARKOV MODEL
  13. SHAPE TRACKING AND PRODUCTION USING HIDDEN MARKOV MODELS*
  14. AN INTEGRATED APPROACH TO SHAPE AND COLOR-BASED IMAGE RETRIEVAL OF ROTATED OBJECTS USING HIDDEN MARKOV MODELS