Technical Program

Paper Detail

Paper:MMSA-P2.2
Session:Intelligent Processing Techniques for Multimedia Systems and Applications
Time:Monday, May 24, 09:30 - 11:00
Presentation: Poster
Topic: Nanoelectronics and Gigascale Systems: Nanoelectronics, Molecular Electronics
Title: A PROBABILISTIC REASONING APPROACH TO CLOSED-ROOM PEOPLE MONITORING
Authors: Ji Tao; Nanyang Technological University 
 Yap-Peng Tan; Nanyang Technological University 
Abstract: We propose a novel probabilistic reasoning approach to recognizing people entering and leaving a closed-room in work place or living environment. In our method people are represented using low-level color feature, based on which optimal recognition is carried out by exploiting the temporalcorrelation among sequence of observations of people. The optimality is achieved by maximizing a joint posterior probability. Experimental results are presented to show the efficacy of the proposed approach.
 
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