Cognitive informatics in image semantics description, identification and automatic pattern understanding

Neurocomputing

Volumn 122, Issue , 2013, Pages 58-69

  Ogiela, Lidia ^a  

^a AGH UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Poland)

Author keywords

CIAIS systems; Cognitive informatics; Cognitive information systems; E CIAIS systems; Semantic data analysis; Visual pattern understanding

Indexed keywords

COGNITIVE INFORMATICS; COGNITIVE INFORMATION; COMPUTER AIDED DIAGNOSTICS; MEDICAL DECISION MAKING; SEMANTIC CLASSIFICATION; SEMANTIC DATA; SEMANTIC INTERPRETATION; VISUAL PATTERN;

DIAGNOSIS; IMAGE ANALYSIS; INFORMATION SCIENCE; INFORMATION SYSTEMS; SEMANTICS;

COGNITIVE SYSTEMS;

ANATOMICAL CONCEPTS; ARTICLE; AUTOMATED PATTERN RECOGNITION; BRAIN FUNCTION; COGNITION; COMPUTER AIDED DESIGN; CONTENT ANALYSIS; DATA ANALYSIS; DISEASE CLASSIFICATION; HAND RADIOGRAPHY; HUMAN; IMAGE ANALYSIS; IMAGE PROCESSING; IMAGE RECONSTRUCTION; LANGUAGE; LINGUISTICS; MEDICAL DECISION MAKING; MEDICAL INFORMATICS; MEDICAL INFORMATION SYSTEM; NEUROLOGIC EXAMINATION; PATTERN RECOGNITION; PRIORITY JOURNAL; PSYCHOLOGICAL ASPECT; SEMANTICS; STRUCTURE ANALYSIS; THREE DIMENSIONAL IMAGING; VISUAL DISCRIMINATION; WRIST RADIOGRAPHY;

EID: 84884207803     PISSN: 09252312     EISSN: 18728286     Source Type: Journal    
DOI: 10.1016/j.neucom.2013.06.001     Document Type: Article

References (35)

1. Albus J.S., Meystel A.M. Engineering of Mind: An Introduction to the Science of Intelligent Systems 2001, Willey.
2. Atif J., Hudelot C., Fouquier G., Bloch I., Angelini E.D. From Generic Knowledge to Specific Reasoning for Medical Image Interpretation Using Graph based Representations 2007, 224-229. IJCAI.
3. Berners-Lee T. Weaving the Web 2001, Texere Publishing.
4. Spinning the Semantic Web: Bringing the World Wide Web to its Full Potential 2005, The MIT Press. T. Berners-Lee, D. Fensel, J.A. Hendler, H. Lieberman, W. Wahlster (Eds.).
5. The Foundations of Cognitive Science 2001, Clarendon Press, Oxford. J. Branquinho (Ed.).
6. Burgener F.A., Meyers S.P., Tan R. Differential Diagnosis in Magnetic Resonance Imaging 2001, Thieme, Stuttgart.
7. Cesar R.M., Bengoetxea E., Bloch I., Larranaga P. Inexact graph matching for model-based recognition: evaluation and comparison of optimization algorithms. Pattern Recognition 2005, 38(11):2099-2113.
8. Handbook of Categorization In Cognitive Science 2005, Elsevier, The Netherlands. H. Cohen, C. Lefebvre (Eds.).
9. Foundations of Image Understanding 2001, Kluwer Academic Publishers, Norwell. L.S. Davis (Ed.).
10. Duda R.O., Hart P.E., Stork D.G. Pattern Classification 2001, A Wiley-Interscience Publication John Wiley & Sons: Inc. second ed.
11. Hachaj T., Ogiela M.R. Visualization of perfusion abnormalities with GPU-based volume rendering. Comput. Graphics 2012, 36(3):163-169. 10.1016/j.cag.2012.01.002.
12. Han F., Zhu S.C. Bottom-up/top-down image parsing with attribute grammar. IEEE Trans. Pattern Anal. Mach. Intell. 2009, 31(1):59-73.
13. Kornai A. Mathematical Linguistics 2008, Springer Verlag, Berlin Heidelberg.
14. Mechouche A., Morandi X., Golbreich Ch., Gibaud B. A hybrid system for the semantic annotation of sulco-gyral anatomy in MRI images. MICCAI 2008, 1:807-814.
15. Meyer-Baese A. Pattern Recognition in Medical Imaging 2003, Elsevier-Academic Press.
16. Meystel A.M., Albus J.S. Intelligent Systems-Architecture, Design, and Control 2002, A Wiley-Interscience Publication John Wiley & Sons: Inc., Canada.
17. Moller M., Sintek M., Buitelaar P., Mukherjee S., Zhou X.S., Freund J. Scalable medical image understanding by fusing cross-modal object recognition with formal domain semantics. Biomed. Eng. Syst. Technol. 2009, 390-401.
18. Najarian K., Splinter R. Biomedical Signal and Image Processing 2005, CRC-Taylor & Francis.
19. Nempont O., Atif J., Angelini E.D., Bloch I. Structure Segmentation and Recognition in Images Guided by Structural Constraint Propagation 2008, 621-625. ECAI.
20. Ogiela L. Cognitive systems for medical pattern understanding and diagnosis. Knowledge-Based Intelligent Information and Engineering Systems 2008, 394-400. Springer-Verlag, Berlin Heidelberg. I. Lovrek, R.J. Howlett, L.C. Jain (Eds.).
21. Ogiela L. UBIAS Systems for Cognitive Interpretation and Analysis of Medical Images, Opto-Electronics Review 2009, 17:166-179. Springer Verlag, Berlin Heidelberg.
22. Ogiela L. Computational intelligence in cognitive healthcare information systems. Computational Intelligence in Healthcare 4: Advanced Methodologies, Studies in Computational Intelligence 2010, 309:347-369. Springer-Verlag, Berlin Heidelberg.
23. Ogiela L. Cognitive informatics in automatic pattern understanding and cognitive information systems. Advances in Cognitive Informatics and Cognitive Computing, Studies in Computational Intelligence (SCI) 2010, 323:209-226. Springer Verlag, Berlin Heidelberg.
24. Ogiela L., Ogiela M.R. Cognitive Techniques in Visual Data Interpretation, Studies in Computational Intelligence 2009, 228. Springer Verlag, Berlin Heidelberg.
25. L. Ogiela, M.R. Ogiela, Semantic analysis processes in ubias systems for cognitive data analysis, in: I. You, L. Barolli, F. Tang, F. Xhafa (Eds), in: Proceedings of the Fifth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, IMIS 2011, Korean Bible University, Seoul, Korea. 30 June-2 July, 2011. pp. 182-185.
26. Ogiela L., Ogiela M.R. Advances in Cognitive Information Systems, COSMOS 2012, 17. Springer Verlag, Berlin-Heidelberg.
27. Ogiela M.R., Ogiela U. The use of mathematical linguistic methods in creating secret sharing threshold algorithms. Computers and Mathematics with Applications 2010, 60:267-271. Elsevier.
28. Ogiela M.R., Ogiela U. DNA-like linguistic secret sharing for strategic information systems. Int. J. Inf. Manage. 2012, 32:175-181.
29. R. Ruddarraju, A. Haro, I.R. Essa, Perceptual User Interfaces using Vision-based Eye Tracking, ICMI'03, Nov. 5-7 2003, ACM 2003, 1-58113-621-8/03/0011.
30. Selvan A.N. Improving medical image perception by hierarchical clustering based segmentation. Inf. Technol. Appl. Biomed., ITAB 2009, 1-6.
31. Trzupek M., Ogiela M.R. Cognitive analysis system for description and recognition of pathological changes in coronary arteries structure. Mathematical and Computer Modelling 2013, Elsevier.
32. Wei C.-P., Hu P.J.-H., Liu sheng O.R., Lee Y.-H. Intelligent image prefetching for supporting radiologists' primary reading: a decision-rule inductive learning approach. IEEE Trans. Syst., Man, Cybern., Part A: Syst. Humans 2005, 35:261-274.
33. Yao B., Yang X., Lin L., Lee M.W., Zhu S.-C. 12T: image parsing to text description. Proc. IEEE 2010, 98(8):1485-1508.
34. N. Zhong, Z.W. Raś, S. Tsumoto, E. Suzuki (Eds.), Foundations of intelligent systems, in: Proceedings of the 14th International Symposium, ISMIS, Maebashi City, Japan, 2003.
35. Zhu S.C., Mumford D. A stochastic grammar of images. Found. Trends Comput. Graphics Vision 2006, 2(4):259-362.