A COGNITIVE INFORMATICS THEORY FOR VISUAL INFORMATION PROCESSING

被引：0

作者：

Wang, Yingxu ^{[1
]}

机构：

[1] Univ Calgary, Schulich Sch Engn, Dept Elect & Comp Engn, TESERC,ICfCI, Calgary, AB T2N 1N4, Canada

来源：

PROCEEDINGS OF THE SEVENTH IEEE INTERNATIONAL CONFERENCE ON COGNITIVE INFORMATICS | 2008年

关键词：

Cognitive informatics; visual information processing; cognitive principles; gestalt principles; hypercolumns; the basic visual frame; size of pixels; visual frame; invariance; framework; hierarchical abstraction model; the brain; cognitive models; AI; computational intelligence;

D O I：

10.1109/icves.2008.4640898

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

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.

引用

页码：317 / 323

页数：7

共 50 条

[21] Rapid visual information processing as a cognitive endophenotype of attention deficit hyperactivity disorder
Gau, S. S. -F.
Huang, W. -L.
PSYCHOLOGICAL MEDICINE, 2014, 44 (02) : 435 - 446
[22] Visual and cognitive processing of face information in schizophrenia: Detection, discrimination and working memory
Chen, Yue
Norton, Daniel
McBain, Ryan
Ongur, Dost
Heckers, Stephan
SCHIZOPHRENIA RESEARCH, 2009, 107 (01) : 92 - 98
[23] Towards a Formal Theory of Social Roles in Cognitive Computing and Cognitive Informatics
Taylor, J. M.
Raskin, V.
2014 IEEE 13TH INTERNATIONAL CONFERENCE ON COGNITIVE INFORMATICS & COGNITIVE COMPUTING (ICCI-CC), 2014, : 38 - 43
[24] GEOMATICS - THE INFLUENCE OF INFORMATICS ON SPATIAL INFORMATION-PROCESSING
SALLIS, PJ
BENWELL, GL
SOFTWARE ENGINEERING EDUCATION, 1993, 40 : 199 - 208
[25] A RELATIONSHIP BETWEEN COGNITIVE INFORMATION PROCESSING IN LEARNING THEORY AND MACHINE LEARNING TECHNIQUES IN COGNITIVE RADIOS
Tasheva, Zhaneta
Bogdanov, Rosen
SOCIETY, INTEGRATION, EDUCATION, 2018, VOL V: LIFELONG LEARNING INFORMATION TECHNOLOGIES IN EDUCATION, 2018, : 465 - 474
[26] Cognitive Informatics and Computational Intelligence: Theory and Applications Preface
Cui, Zhihua
Ramanna, Sheela
Peters, James F.
Pal, Sankar K.
FUNDAMENTA INFORMATICAE, 2013, 124 (1-2) : V - VIII
[27] A theory of information processing
Johnson, DH
Sinanovic, S
2001 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-VI, PROCEEDINGS: VOL I: SPEECH PROCESSING 1; VOL II: SPEECH PROCESSING 2 IND TECHNOL TRACK DESIGN & IMPLEMENTATION OF SIGNAL PROCESSING SYSTEMS NEURALNETWORKS FOR SIGNAL PROCESSING; VOL III: IMAGE & MULTIDIMENSIONAL SIGNAL PROCESSING MULTIMEDIA SIGNAL PROCESSING - VOL IV: SIGNAL PROCESSING FOR COMMUNICATIONS; VOL V: SIGNAL PROCESSING EDUCATION SENSOR ARRAY & MULTICHANNEL SIGNAL PROCESSING AUDIO & ELECTROACOUSTICS; VOL VI: SIGNAL PROCESSING THEORY & METHODS STUDENT FORUM, 2001, : 4043 - 4043
[28] Painting and visual information processing
Rong-Ding He
Rong-Qiao He
ScienceBulletin, 2016, 61 (23) : 1775 - 1778
[29] STAGES OF VISUAL INFORMATION PROCESSING
DILOLLO, V
AUSTRALIAN PSYCHOLOGIST, 1975, 10 (01) : 102 - 102
[30] An index of visual information processing
Bessonova, J.
Kosyanchuk, V.
Oboznov, A.
INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY, 2023, 188 : 130 - 131

← 1 2 3 4 5 →