Presentation 2000/9/14
A Hierarchical Attention Control Model and Its Application to Person Tracking
Junji SATAKE, Takeshi SHAKUNAGA,
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Abstract(in English) In this paper, a hierarchical attention control model is introduced for implementing a human-like attention control in computer vision. The lowest layer of the hierarchy is called a window layer, in which each attention window is controlled by signal processing in the same manner as in the conventional attention control. The other four layers, however, are designed for implementing both bottom-up and top-down controls. In our model, the attention control is accomplished using a tree structure across the five layers. This paper also provides its application to person tracking in complex situations with successful experimental results.
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Keyword(in English) Hierarchical attention control / computational model / person tracking / human vision / state transition
Paper # PRMU2000-62
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Conference Information
Committee PRMU
Conference Date 2000/9/14(1days)
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Paper Information
Registration To Pattern Recognition and Media Understanding (PRMU)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A Hierarchical Attention Control Model and Its Application to Person Tracking
Sub Title (in English)
Keyword(1) Hierarchical attention control
Keyword(2) computational model
Keyword(3) person tracking
Keyword(4) human vision
Keyword(5) state transition
1st Author's Name Junji SATAKE
1st Author's Affiliation Department of Information Technology, Faculty of Engineering, Okayama University()
2nd Author's Name Takeshi SHAKUNAGA
2nd Author's Affiliation Department of Information Technology, Faculty of Engineering, Okayama University
Date 2000/9/14
Paper # PRMU2000-62
Volume (vol) vol.100
Number (no) 311
Page pp.pp.-
#Pages 8
Date of Issue