| 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 conferenceObject |
| URI: | http://wscg.zcu.cz/WSCG2005/Papers_2005/Short/!WSCG2005_Short_Proceedings_Final.pdf http://hdl.handle.net/11025/11227 |
| 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 | Size | Format | |
|---|---|---|---|---|
| Laksanapanai.pdf | Plný text | 248,38 kB | Adobe PDF | View/Open |
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