|
Application of repeated GA to deformable template matching in cattle images (2004) |
|
| Título: | Application of repeated GA to deformable template matching in cattle images |
|---|
| Autores: | Horacio M. González Velasco, Carlos J. García Orellana, Miguel Macías Macías, Ramón Gallardo Caballero, M. Isabel Acevedo Sotoca
|
|---|
Revista: | Lecture Notes in Computer Science
|
|---|
Vol./Pag.: | 3179, 134-145 |
|---|
| Ed./Año: | Springer-Verlag, 2004
|
|---|
| Abstract: | In this work, a system that enables accurate location of contours within outdoors-taken digital images is presented. This system is based on the optimization of an objective function involving a selective edge detector and a distance map extractor, applied sequentially to the original image. In order to guarantee a certain probability of success, the repeated execution of GA is applied. The performance of the system is tested against a database of 138 images of cows in lateral position, obtaining a rate of successes up to 92 % in the best of the cases. |
|---|
|
Publicaciones