- Tytuł:
- Selected aspects of digital image processing applications in ITS
- Autorzy:
-
Mrówka, P.
Olejniczak, M. - Powiązania:
- https://bibliotekanauki.pl/articles/393804.pdf
- Data publikacji:
- 2013
- Wydawca:
- Polskie Stowarzyszenie Telematyki Transportu
- Tematy:
-
digital image processing
image parametrization
traffic light classification
colour recognition
model recognition
cyfrowe przetwarzanie obrazu
parametryzacja obrazu
klasyfikacja sygnalizacji świetlnej
rozpoznawanie koloru
rozpoznawanie modelu - Opis:
- Digital image processing algorithms are commonly applied in Intelligent Transport Systems (ITS). Their effective operation is conditioned on the high robustness to real-life image distortions and the computational complexity suitable for implementation on a non expensive industrial computer. The paper presents three original image analysis methods designed for the ITS, with special attention paid on aforementioned conditions. Colour image parametrization method for the traffic light state classifier was described. The algorithm utilizes CIELAB colour space properties. The method of vehicle edges parametrization for the make and model classifier was presented. The proposed representation relies on thresholded coefficients of gradient magnitude approximation in low dimensional space. The paper presents also the method of image characteristic features detection for the licence plates localization task. The detection is performed by means of appropriately designed filters with low computational complexity.
- Źródło:
-
Archives of Transport System Telematics; 2013, 6, 3; 23-26
1899-8208 - Pojawia się w:
- Archives of Transport System Telematics
- Dostawca treści:
- Biblioteka Nauki
Artykuł