Analysis of the Stage

• Autorzy: Jaworowski K.
• Języki publikacji: EN

Abstrakty

EN

The primary objective of this paper is to design a method of detecting road edges without using complex algorithms to identify and analyze images. Instead, neural networks are used, which allows to enhance and facilitate this process. The paper describes a program that recognizes the road in a picture with the use of a neural network trained on 500 samples. The samples contain original photos and images with a selected road. In the course of the research two solutions arose. The first solution is to use a single Perceptron to recognize the road. The second solution is to classify the photos using a Kohonen network and establish a separate network for each class.

Słowa kluczowe

EN

neural network; image recognition

• Wydawca: Wydawnictwo Uniwersytetu Jagiellońskiego
• Czasopismo: Schedae Informaticae
• Rocznik: 2009
• Tom: Vol. 17/18
• Strony: 9--20
• Opis fizyczny: Bibliogr. 15 poz., rys.

Twórcy

autor

Jaworowski K.

• Institute of Computer Science, Jagiellonian University, Prof. Stanisława Łojasiewicza 6, 30-348 Kraków, Poland,

Bibliografia

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• [13] http://www.mathworks.com
• [14] http://www.mindcreators.com
• [15] http://www.neuralnets.eu