Presentation | 1997/1/24 A Mathematical Model of Visual Attention Teruyoshi Washizawa, |
---|---|
PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | This paper peasants 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 mode and itself. The corresponding location of the node with the maximum AMI is selected as a FOA. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Visual attention / saccades / average mutual information / MRR / context dependency |
Paper # | HIP96-27 |
Date of Issue |
Conference Information | |
Committee | HIP |
---|---|
Conference Date | 1997/1/24(1days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | |
Chair | |
Vice Chair | |
Secretary | |
Assistant |
Paper Information | |
Registration To | Human Information Processing (HIP) |
---|---|
Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | A Mathematical Model of Visual Attention |
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 | 1997/1/24 |
Paper # | HIP96-27 |
Volume (vol) | vol.96 |
Number (no) | 499 |
Page | pp.pp.- |
#Pages | 6 |
Date of Issue |