The following information was submitted:
Transactions: WSEAS TRANSACTIONS ON INFORMATION SCIENCE AND APPLICATIONS
Transactions ID Number: 32-729
Full Name: Muhammad Widyanto
Position: Lecturer
Age: ON
Sex: Male
Address: Faculty of Computer Science, University of Indonesia, Depok Campus, Depok 16424, Indonesia
Country: INDONESIA
Tel: +62-21-786-3419
Tel prefix: +62-21
Fax: +62-21-786-3415
E-mail address: martin.tangel@gmail.com
Other E-mails: widyanto@cs.ui.ac.id,ferdi.ferandi@ui.edu
Title of the Paper: a visitor counter system using fuzzy measure theory and boosting method
Authors as they appear in the Paper: m. rahmat widyanto, Ferdi Ferandi, Martin Tangel
Email addresses of all the authors: widyanto@cs.ui.ac.id,ferdi.ferandi@ui.edu,martin.tangel@gmail.com
Number of paper pages: 10
Abstract: This paper proposes a visitor counter system which is capable of counting single & multiple object visitors using fuzzy measure theory for tracking and Boosting method for classification. Besides fuzzy measure theory, the paper also uses Euclidean distance to track a visitor based on his movement between each frame, while fuzzy measure theory tracks a visitor based on trust degree. Both system performances are compared for their visitor tracking accuracy and their computational speed. Experimental results show that Euclidean distance and Fuzzy measure have similar accuracy for tracking visitor. However, Euclidean distance is faster than those of fuzzy measure theory in the computational speed. The proposed visitor counter system can be further developed for real-time visitor counting in shopping mall, station, etc.
Keywords: Boosting classifier, Object detection, Fuzzy measure theory, Euclidean distance
EXTENSION of the file: .doc
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