Title: Acceleration of Genetic Algorithm with Parallel Processing with Application in Medical Image Registration
Authors: Laksanapanai, B.
Withayachumnankul, W.
Pintavirooj, C.
Tosranon, P.
Citation: WSCG '2005: Short Papers: The 13-th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision 2005 in co-operation with EUROGRAPHICS, p. 133-136
Issue Date: 2005
Publisher: Václav Skala - UNION Agency
Document type: konferenční příspěvek
URI: http://wscg.zcu.cz/WSCG2005/Papers_2005/Short/!WSCG2005_Short_Proceedings_Final.pdf
ISBN: 80-903100-9-5
Keywords: registrace obrazů;genetický algoritmus;paralelní zpracování
Keywords in different language: image registration;genetic algorithm;parallel processing
Abstract: Generally, image registration using genetic algorithm is a time-consuming process since the algorithm needs to evaluate the objective function several hundred times depending on the vastness of search space. The situation appears worse if the registration is intensity-based due to the interpolation loops prior to each objective function. However, with the availability of parallel processing method, one can accelerate the application of genetic algorithm for iterative-based image registration process of up 80 % for multi-modality alignment.
Rights: © Václav Skala - UNION Agency
Appears in Collections:WSCG '2005: Short Papers

Files in This Item:
File Description SizeFormat 
Laksanapanai.pdfPlný text248,38 kBAdobe PDFView/Open

Please use this identifier to cite or link to this item: http://hdl.handle.net/11025/11227

Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.