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
Link To Document :
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