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9781598290066

Recognition of Humans And Their Activities Using Video

by
  • ISBN13:

    9781598290066

  • ISBN10:

    1598290061

  • Edition: 1st
  • Format: Paperback
  • Copyright: 2005-09-01
  • Publisher: Morgan & Claypool

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Supplemental Materials

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Summary

The recognition of humans and their activities from video sequences is currently a very active area of research because of its applications in video surveillance, design of realistic entertainment systems, multimedia communications, and medical diagnosis. In this lecture, we discuss the use of face and gait signatures for human identification and recognition of human activities from video sequences. We survey existing work and describe some of the more well-known methods in these areas. We also describe our own research and outline future possibilities.

Table of Contents

Introduction, Overview of Recognition Algorithms
Human Recognition Using Face
Literature Review
Face Recognition From Still Images
Face Recognition From Video
Evaluation of Face Recognition Technologies
Conclusions
Human Recognition Using Gait
Review of Existing Work
HMM Framework for Gait Recognition
View Invariant Gait Recognition
Role of Shape and Dynamics in Gait Recognition
Human Activity Recognition
Literature Review
Activity Modeling Using Kendall's Shape Theory
Activity Mode
Table of Contents provided by Publisher. All Rights Reserved.

Supplemental Materials

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