Name
Abstract | ||
|---|---|---|
In this paper a parallel software system based on Differential Evolution for the registration of images is designed, implemented
and tested on a set of 2–D remotely sensed images on two problems, i.e. mosaicking and changes in time. Registration is carried
out by finding the most suitable affine transformation in terms of maximization of the mutual information between the first
image and the transformation of the second one, without any need for setting control points. A coarse–grained distributed
version is implemented on a cluster of personal computers.
|
Year | DOI | Venue |
|---|---|---|
2007 | 10.1007/978-3-540-71805-5_28 | Proceedings of the 2007 EvoWorkshops 2007 on EvoCoMnet, EvoFIN, EvoIASP,EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTransLog: Applications of Evolutionary Computing |
Keywords | Field | DocType |
parallel software system,differential evolution,personal computer,control point,mutual information,suitable affine transformation,satellite image registration,2 d | Affine transformation,Computer vision,Point set registration,Joint probability distribution,Computer science,Differential evolution,Artificial intelligence,Mutual information,Image registration,Satellite image,Maximization | Conference |
Volume | ISSN | Citations |
4448 | 0302-9743 | 26 |
PageRank | References | Authors |
0.95 | 12 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Ivanoe De Falco | 1 | 242 | 34.58 |
| Antonio Della Cioppa | 2 | 141 | 20.70 |
| D. Maisto | 3 | 146 | 11.20 |
| Umberto Scafuri | 4 | 116 | 16.33 |
| Ernesto Tarantino | 5 | 361 | 42.45 |