NDLI: Robust people counting using a region-based approach for a monocular vision system

Content Provider	IEEE Xplore Digital Library
Author	Bamrungthai, P. Puengsawad, S.
Copyright Year	2015
Description	Author affiliation: Div. of Comput. Sci., Huachiew Chalermprakiet Univ., Samutprakarn, Thailand (Bamrungthai, P.; Puengsawad, S.)
Abstract	This paper presents an automatic people counting system for indoor environment. The system processes visual information obtained from an IP camera that is mounted in topview position above the door. The people detection process is designed to perform as a sequence of steps, including background subtraction, morphological operation, and blob detection. The results from the detection process are filtered and tracked to improve robustness of the system. A region-based approach is applied to the people counting process. The image obtained from the camera is divided into three regions and the counting algorithm is developed to track the people's state in the regions. The algorithm can count people with IN and OUT direction. Even when the system was setup without lighting control, the developed system can correctly count people as shown in the experiments. The output of the system can be exported to be used in downstream applications such as security surveillance and statistical analysis of customer behavior.
Starting Page	309
Ending Page	312
File Size	1073811
Page Count	4
File Format	PDF
e-ISBN	9781467376709
DOI	10.1109/TICST.2015.7369376
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-11-04
Publisher Place	Thailand
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Decision support systems People counting Monocular vision system Region-based approach Morphological operations
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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