Szczegóły publikacji
Opis bibliograficzny
Effectiveness comparison of three types of signatures on the example of the initial selection of aerial images / Zbigniew MIKRUT // W: Artificial Intelligence and Soft Computing : 10th International Conference, ICAISC 2010 : Zakopane, Poland, June 13–17, 2010 , Pt. 1 / eds. Leszek Rutkowski [et al.]. — Berlin ; Heidelberg : Springer-Verlag, cop. 2010. — ( Lecture Notes in Computer Science ; ISSN 0302-9743 ; LNCS 6113. Lecture Notes in Artificial Intelligence ). — ISBN: 978-3-642-13207-0; ISBN: 3-642-13207-3; e-ISBN: 978-3-642-13208-7. — S. 531–538. — Bibliogr. s. 537–538, Abstr.
Autor
Słowa kluczowe
Dane bibliometryczne
| ID BaDAP | 52735 |
|---|---|
| Data dodania do BaDAP | 2010-07-30 |
| DOI | 10.1007/978-3-642-13208-7_66 |
| Rok publikacji | 2010 |
| Typ publikacji | materiały konferencyjne (aut.) |
| Otwarty dostęp |  |
| Czasopismo/seria | Lecture Notes in Computer Science |
Abstract
The paper describes, implements and compares three types of pulsed neural networks (ICM and two PCNNs). These networks generated more then 900 image signatures from aerial photos. The signatures have been divided into two classes: suitable and unsuitable for the next stages of photogrammetric analysis. Backpropagation neural networks with various sizes of the hidden layer have been used for the classification of signatures. The effectiveness of the three types of image signatures has been determined based on the recognition results. © 2010 Springer-Verlag.
