DocumentCode
3028758
Title
A cognitive informatics theory for visual information processing
Author
Wang, Yingxu
Author_Institution
Dept. of Electr. & Comput. Eng., Calgary Univ., Calgary, AB
fYear
2008
fDate
14-16 Aug. 2008
Firstpage
317
Lastpage
323
Abstract
This paper presents a cognitive informatics theory of visual information and knowledge processing in the brain and natural intelligence. A set of cognitive principles of visual perception is reviewed, such as the gestalt principles, the cognitive informatics principles, and the hypercolumn theory. A visual frame theory is developed to explain the visual information processing mechanisms of human vision, where the size of a unit visual frame is tested and calibrated based on vision experiments. Then, the framework of human visual information processing is established. Based on it, the mechanisms of visual information processing and the compatibility of internal representations between visual and abstract information and knowledge are elaborated.
Keywords
brain; cognition; information theory; visual perception; brain; cognitive informatics theory; hypercolumn theory; knowledge processing; natural intelligence; visual frame theory; visual information processing; visual perception; Brain modeling; Cognitive informatics; Computational intelligence; Humans; Information processing; Information representation; Knowledge engineering; Mathematics; Software engineering; Visual perception; AI; Cognitive informatics; cognitive models; cognitive principles; computational intelligence; framework; gestalt principles; hierarchical abstraction model; hypercolumns; invariance; size of pixels; the basic visual frame; the brain; visual frame; visual information processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Cognitive Informatics, 2008. ICCI 2008. 7th IEEE International Conference on
Conference_Location
Stanford, CA
Print_ISBN
978-1-4244-2538-9
Type
conf
DOI
10.1109/COGINF.2008.4639184
Filename
4639184
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