Distributed monitoring system based on weighted data fusing model

Reda Shbib; Shikun Zhou; David Lorater Ndzi; Khalil Ibrahim Hady Alkadhimi

Distributed monitoring system based on weighted data fusing model

Reda Shbib, Shikun Zhou, David Lorater Ndzi, Khalil Ibrahim Hady Alkadhimi

Faculty of Technology

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Abstract

This paper presents a novel people counting system based on weighted fusing technique using camera and infra-red sensors. Conventional techniques are based image vision data to count people. However, these vision-based people counting methods frequently fail due to irregular illumination change and crowded environment and some geometrical limitation that may affect the accuracy level of these systems. In this paper, a dynamic data fusion technique is provided in order to provide more accuracy results.

Original language	English
Pages (from-to)	53-62
Journal	American Journal of Social Issues and Humanities
Volume	3
Issue number	2
Publication status	Published - Mar 2013

Keywords

Counting system
Data Fusion
Image Processing

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title = "Distributed monitoring system based on weighted data fusing model",

abstract = "This paper presents a novel people counting system based on weighted fusing technique using camera and infra-red sensors. Conventional techniques are based image vision data to count people. However, these vision-based people counting methods frequently fail due to irregular illumination change and crowded environment and some geometrical limitation that may affect the accuracy level of these systems. In this paper, a dynamic data fusion technique is provided in order to provide more accuracy results.",

keywords = "Counting system, Data Fusion, Image Processing",

author = "Reda Shbib and Shikun Zhou and Ndzi, \{David Lorater\} and Alkadhimi, \{Khalil Ibrahim Hady\}",

year = "2013",

month = mar,

language = "English",

volume = "3",

pages = "53--62",

journal = "American Journal of Social Issues and Humanities ",

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T1 - Distributed monitoring system based on weighted data fusing model

AU - Shbib, Reda

AU - Zhou, Shikun

AU - Ndzi, David Lorater

AU - Alkadhimi, Khalil Ibrahim Hady

PY - 2013/3

Y1 - 2013/3

N2 - This paper presents a novel people counting system based on weighted fusing technique using camera and infra-red sensors. Conventional techniques are based image vision data to count people. However, these vision-based people counting methods frequently fail due to irregular illumination change and crowded environment and some geometrical limitation that may affect the accuracy level of these systems. In this paper, a dynamic data fusion technique is provided in order to provide more accuracy results.

AB - This paper presents a novel people counting system based on weighted fusing technique using camera and infra-red sensors. Conventional techniques are based image vision data to count people. However, these vision-based people counting methods frequently fail due to irregular illumination change and crowded environment and some geometrical limitation that may affect the accuracy level of these systems. In this paper, a dynamic data fusion technique is provided in order to provide more accuracy results.

KW - Counting system

KW - Data Fusion

KW - Image Processing

UR - http://www.ajsih.org/index.php/ajsih/article/view/85

M3 - Article

SN - 2276-6928

VL - 3

SP - 53

EP - 62

JO - American Journal of Social Issues and Humanities

JF - American Journal of Social Issues and Humanities

IS - 2

ER -

Distributed monitoring system based on weighted data fusing model

Abstract

Keywords

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