Estimation of User’s Attention and Awareness in Occlusion-Rich Environments Using RGB-D Cameras

Abstract : Objective recognition by systems often does not agree with subjective recognition by users. Therefore, it is an important to estimate users’ subjective states appropriately. Especially, in occlusion-rich environments, information on what a user can/cannot see, what he/she pays attention to, and what he/she is aware of or not in the environments is one of important clues to estimate his/her subjective states and predict next actions. In this paper, we propose a system for estimating maps of a user’s attention and awareness in such environments based on the view estimation system using RGB-D cameras. The proposed system can estimate what the user sees, what he/she pays attention to, and what he/she is aware of in environments in pixels of captured images. Experimental results in a real environments show effectiveness of the proposed system. Furthermore, we discuss an extension of the proposed system to estimation for multiple users.
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Communication dans un congrès
Khalid Saeed; Władysław Homenda. 14th Computer Information Systems and Industrial Management (CISIM), Sep 2015, Warsaw, Poland. Springer, Lecture Notes in Computer Science, LNCS-9339, pp.508-518, 2015, Computer Information Systems and Industrial Management. 〈10.1007/978-3-319-24369-6_42〉
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Jun-Ichi Imai, Masanori Nemoto. Estimation of User’s Attention and Awareness in Occlusion-Rich Environments Using RGB-D Cameras. Khalid Saeed; Władysław Homenda. 14th Computer Information Systems and Industrial Management (CISIM), Sep 2015, Warsaw, Poland. Springer, Lecture Notes in Computer Science, LNCS-9339, pp.508-518, 2015, Computer Information Systems and Industrial Management. 〈10.1007/978-3-319-24369-6_42〉. 〈hal-01444493〉

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