A scatter search algorithm for the 3D image registration problem

被引：0
|
作者：
Cordón, O
Damas, S
Santamaría, J
机构：
[1] Univ Granada, Dept Comp Sci, Granada, Spain
[2] Univ Granada, AI, Granada, Spain
[3] Univ Granada, Dept Software Engn, Granada, Spain
[4] Univ Granada, Fac Odontol, Granada, Spain
来源：
PARALLEL PROBLEM SOLVING FROM NATURE - PPSN VIII | 2004年 / 3242卷
关键词：
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
Image registration has been a very active research area in the computer vision community. In the last few years, there is an increasing interest on the application of Evolutionary Computation in this field and several evolutionary approaches,have been proposed obtaining promising results. In this contribution we introduce the use of an advanced evolutionary algorithm, Scatter Search, to solve the 3D image registration problem. The new proposal will be validated using two different shapes (both synthetic and MRI), considering three different transformations for each of them, and testing its performance with a Basic Memetic Algorithm and the classical, problem-specific ICP algorithm.
引用
收藏
页码：471 / 480
页数：10
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