UGC Approved Journal no 63975(19)

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Published in:

Volume 5 Issue 7
July-2018
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIRC006289


Registration ID:
184582

Page Number

1677-1681

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Title

Contour based abnormal Event detection using Hidden Markov Model

Abstract

Visual analysis of human motion in video sequences has attached more and more attention from computer visions in recent years. In this Research, in order to detect abnormal events in intelligent video surveillance, the analysis and the recognition of motion patterns are performed using the contour, which gives the motion of moving body by quantifying changes in boundary shape of body over a time. After that by applying K-means clustering algorithm on center points of contours, two fixed point is obtained as a output. The distance between two fixed points considered as a feature of one frame of particular event. Finally, Hidden Markov Models is used for human posture modeling and behavior matching to classify the events as a abnormal or normal. Experiment results have shown that this method gives stable performances and good robustness for both outdoor and indoor environment.

Key Words

Abnormal Event detection, Background Subtraction, Contours, K-means Clustering, HMM

Cite This Article

"Contour based abnormal Event detection using Hidden Markov Model", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 7, page no.1677-1681, July-2018, Available :http://www.jetir.org/papers/JETIRC006289.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Contour based abnormal Event detection using Hidden Markov Model", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 7, page no. pp1677-1681, July-2018, Available at : http://www.jetir.org/papers/JETIRC006289.pdf

Publication Details

Published Paper ID: JETIRC006289
Registration ID: 184582
Published In: Volume 5 | Issue 7 | Year July-2018
DOI (Digital Object Identifier):
Page No: 1677-1681
Country: -, -, - .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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