Title :
Development of adaptive method for estimating informative efficiency of dynamic attributes for image processing and analysis
Author :
Kirichenko, Marina S. ; Panin, Sergey V.
Author_Institution :
Inst. of Strength Phys. & Mater. Sci., Acad. of Sci., Tomsk, Russia
fDate :
26 June-3 July 2004
Abstract :
The purpose of the study is development of adaptive optimum self-learning system for image processing with the presence of small aprioristic information about conditions of an object under research. We consider optimal mathematical solutions selection for automatic analysis and image processing processes by estimating informative efficiency for mesoscale plastic deformation and fracture processes study. The given algorithm can be used for the analysis of dynamically varied processes and working scenes of object recognition systems in robotics, transport, navigation, medicine, microbiology etc.
Keywords :
fracture; image processing; mechanical engineering computing; object recognition; plastic deformation; adaptive optimum self-learning system; fracture processes; image analysis; image processing; informative efficiency estimation; mesoscale plastic deformation; object recognition systems; Adaptive systems; Algorithm design and analysis; Image analysis; Image processing; Layout; Medical robotics; Navigation; Object recognition; Plastics; Robotics and automation;
Conference_Titel :
Science and Technology, 2004. KORUS 2004. Proceedings. The 8th Russian-Korean International Symposium on
Print_ISBN :
0-7803-8383-4
DOI :
10.1109/KORUS.2004.1555282
