Title :
Cognitive approach to bio-inspired medical image understanding
Author :
Ogiela, Lidia ; Ogiela, Marek R.
Author_Institution :
Fac. of Manage., AGH Univ. of Sci. & Technol., Krakow, Poland
Abstract :
The paper describes an idea of creation of cognitive categorisation systems used in the cognitive informatics. In particular systems for visual data and image analysis will be shown. Cognitive categorisation systems may execute semantically-oriented data analysis processes, and allow to analyse the semantic contents of patterns from analysed data sets. Cognitive data analysis processes lead to the in-depth interpretation and understanding of various types of data. This publication presents a selected class of cognitive categorisation systems called the UBIAS (Understanding Based Image Analysis Systems), also referred to as image analysis systems.
Keywords :
cognitive systems; data analysis; data visualisation; medical image processing; UBIAS; bio-inspired medical image understanding; cognitive categorisation systems; cognitive informatics; image analysis systems; in-depth interpretation; semantically-oriented data analysis processes; understanding based image analysis systems; visual data analysis; Databases; Image recognition; Cognitive informatics; UBIAS systems (Understanding Based Image Analysis Systems); bio-inspired systems;
Conference_Titel :
Bio-Inspired Computing: Theories and Applications (BIC-TA), 2010 IEEE Fifth International Conference on
Conference_Location :
Changsha
Print_ISBN :
978-1-4244-6437-1
DOI :
10.1109/BICTA.2010.5645125