Discrete Radon transform based invariant object recognition system

• Autorzy: Turan J. , Farkas P. , Siskovicova D.
• Języki publikacji: EN

Abstrakty

EN

An important problem in pattern analysis is the automatic recognition of an object in scene regardless of the position, size and orientation. In this paper an Invariant Feature Extractor based on the combination of the Radon transform, the Correlation and the fast translation invariant N transform (NT) is described. This Invariant Feature Extractor was used in Invariant Object Recognition System, implemented as a programme package on a powerful PC and tested in recognition experiments on three different classes of objects. The proposed Invariant Object Recognition System has three sub-systems : Digital Image Preprocessing Svstem, Invariant Feature Extractor and Classificator. As Classificator a neural network from the class of ARTMAP neural networks was used.

Słowa kluczowe

EN

Invariant Feature Extractor; Invariant Object Recognition; N transform (NT); radon transform

PL

przekształcenie N; przekształcenie Radona; wybór cech niezmienniczych

• Wydawca: Instytut Telekomunikacji i Informatyki Uniwersytetu Technologiczno-Przyrodniczego w Bydgoszczy
• Czasopismo: Image Processing & Communications
• Rocznik: 2002
• Tom: Vol. 8, no 3
• Strony: 21--30
• Opis fizyczny: Bibliogr. 14 poz.,Rys., wykr.,

Twórcy

autor

Turan J.

autor

Farkas P.

autor

Siskovicova D.