Szczegóły publikacji
Opis bibliograficzny
Vehicle logo recognition with an ensemble of classifiers / Bogusław CYGANEK, Michał Woźniak // W: Intelligent information and database systems : 6th Asian Conference, ACIIDS 2014, Bangkok, Thailand, April 7–9, 2014 : proceedings, Pt. 2 / eds. Ngoc Thanh Nguyen [et al.]. — Berlin ; Heidelberg : Springer-Verlag, cop. 2014. — (Lecture Notes in Computer Science ; ISSN 0302-9743. Lecture Notes in Artificial Intelligence ; 8398). — ISBN: 978-3-319-05457-5; e-ISBN: 978-3-319-05458-2. — S. 117–126. — Bibliogr. s. 126, Abstr.
Autorzy (2)
- AGHCyganek Bogusław
- Woźniak Michał
Słowa kluczowe
Dane bibliometryczne
| ID BaDAP | 81305 |
|---|---|
| Data dodania do BaDAP | 2014-05-15 |
| DOI | 10.1007/978-3-319-05458-2-13 |
| Rok publikacji | 2014 |
| Typ publikacji | materiały konferencyjne (aut.) |
| Otwarty dostęp |  |
| Konferencja | Asian Conference on Intelligent Information and Database Systems 2014 |
| Czasopismo/seria | Lecture Notes in Computer Science |
Abstract
The paper presents a system for vehicle logo recognition from real digital images. The process starts with license plates localization, followed by vehicle logo detection. For this purpose the structural tensor is employed which allows fast and reliable detections even in low quality images. Detected logo areas are classified to the car brands with help of the classifier operating in the multi-dimensional tensor spaces. These are obtained after the Higher-Order Singular Value Decomposition of the prototype logo tensors. The proposed method shows high accuracy and fast operation, as verified by the experiments.
