Proceedings of the 2017 5th International Conference on Frontiers of Manufacturing Science and Measuring Technology (FMSMT 2017)

A HMM-Based Structured Model for Human Behavior

Authors
Weihua Wang
Corresponding Author
Weihua Wang
Available Online April 2017.
DOI
https://doi.org/10.2991/fmsmt-17.2017.311How to use a DOI?
Keywords
Behavior Recognition, Model of Behavior, Human Behavioral Analysis and Understanding
Abstract

A structured recognition method of human behavior based on HMM is proposed to build the human action in this paper, only one camera which does not need to be adjust should be used in this approach. The robustness of the human behavior recognition model which is established by the free view angle of the camera is improved. The human behavior outline feature is segmented in video frame, some algorithm is used to establish the structure rob posture model and then to be standardized, at the last, the standardized rob postures of the same behavior are used to build the human body hidden Markov model (HMM) which has the independent position, independent translation, independent scale, independent rotating and the advantages of the free view angle, this model is verified by experiment has higher recognition rate.

Copyright
© 2017, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2017 5th International Conference on Frontiers of Manufacturing Science and Measuring Technology (FMSMT 2017)
Series
Advances in Engineering Research
Publication Date
April 2017
ISBN
978-94-6252-331-9
ISSN
2352-5401
DOI
https://doi.org/10.2991/fmsmt-17.2017.311How to use a DOI?
Copyright
© 2017, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Weihua Wang
PY  - 2017/04
DA  - 2017/04
TI  - A HMM-Based Structured Model for Human Behavior
BT  - Proceedings of the 2017 5th International Conference on Frontiers of Manufacturing Science and Measuring Technology (FMSMT 2017)
PB  - Atlantis Press
SP  - 1599
EP  - 1602
SN  - 2352-5401
UR  - https://doi.org/10.2991/fmsmt-17.2017.311
DO  - https://doi.org/10.2991/fmsmt-17.2017.311
ID  - Wang2017/04
ER  -