Presentation	1997/3/17 A Model of Saccadic Eye Movements by using Average Mutual Information Teruyoshi Washizawa,
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Abstract(in English)	This paper presents a mathematical model for visual attention with saccades. Our model consists of three parts, i.e., early vision visual memory, and saliency map. In the early vision, subspace of multi-resolution representation (SubMRR) is employed in order to approximate non-uniform sampling of human retina. A probabilistic cellular automaton (PCA) is used for representation of the visual memory. The saliency map is a tree composed of nodes configuration of which is same as those of cells of the PCA. Every node has an average mutual information (AMI) between a target node and itself. The corresponding location of the node with the maximum AMI is selected as a FOA.
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Keyword(in English)	Visual attention / saccades / average mutual information / MRR / context dependency
Paper #	NC96-137
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Conference Information
Committee	NC
Conference Date	1997/3/17(1days)
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Paper Information
Registration To	Neurocomputing (NC)
Language	JPN
Title (in Japanese)	(See Japanese page)
Sub Title (in Japanese)	(See Japanese page)
Title (in English)	A Model of Saccadic Eye Movements by using Average Mutual Information
Sub Title (in English)
Keyword(1)	Visual attention
Keyword(2)	saccades
Keyword(3)	average mutual information
Keyword(4)	MRR
Keyword(5)	context dependency
1st Author's Name	Teruyoshi Washizawa
1st Author's Affiliation	Canon Inc.()
Date	1997/3/17
Paper #	NC96-137
Volume (vol)	vol.96
Number (no)	583
Page	pp.pp.-
#Pages	7
Date of Issue