Affine image registration transformation estimation using a real coded genetic algorithm with SBX
Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Cyfraniad i Gynhadledd › adolygiad gan gymheiriaid
Fersiynau electronig
We describe the application of a real coded genetic algorithm (GA) to align two or more 2-D images by means of image registration. The proposed search strategy is a transformation parameters-based approach involving the affine transform. The real coded GA uses Simulated Binary Crossover (SBX). In addition, we propose a new technique for matching points between a warped and static images by using a randomized ordering when visiting the points during the matching procedure. The results confirm the usefulness of the proposed noisy objective function and the suitability of SBX as a recombination operator for this type of problem.
Allweddeiriau
| Iaith wreiddiol | Saesneg |
|---|---|
| Teitl | Proceedings of the 14th Annual Conference Companion on Genetic and Evolutionary Computation |
| Man cyhoeddi | New York, NY, USA |
| Cyhoeddwr | Association for Computing Machinery |
| Tudalennau | 1459–1460 |
| ISBN (Argraffiad) | 9781450311786 |
| Dynodwyr Gwrthrych Digidol (DOIs) | |
| Statws | Cyhoeddwyd - 7 Gorff 2012 |
| Cyhoeddwyd yn allanol | Ie |
Cyfres gyhoeddiadau
| Enw | GECCO '12 |
|---|---|
| Cyhoeddwr | Association for Computing Machinery |