Detection of line segments

• Autorzy: Tomczyk A.
• Języki publikacji: EN

Abstrakty

EN

In the paper a method of line segment detection in the images is presented. It bases on existing LSD approach which was designed to be a parameterless technique dedicated to analysis of real world scenes. In consequence it encounters problems with other types of images, e.g. medical images, where the characteristic of the structures may be completely different. The method proposed in this work allows to tune its parameters for that characteristic and thus allows to achieve satisfactory results also for medical data. The effect of the approach is illustrated with mammographic images.

Słowa kluczowe

EN

line segment detection; image analysis; structural description

PL

detekcja odcinka; analiza obrazu; opis strukturalny

• Wydawca: Wydawnictwo Politechniki Łódzkiej
• Czasopismo: Journal of Applied Computer Science
• Rocznik: 2014
• Tom: Vol. 22, nr 2
• Strony: 81--90
• Opis fizyczny: Bibliogr. 4 poz.

Twórcy

autor

Tomczyk A.

• Lodz University of Technology, Institute of Information Technology, ul. Wólczańska 215, 90-924 Lodz, Poland

Bibliografia

• [1] A. Tomczyk, P. S. Szczepaniak, Contribution of Active Contour Approach to Image Understanding, Proceedings of the 2007 IEEE International Workshop on Imaging Systems and Techniques (IST), CD version only, ISBN: 1-3244-0965-9, 2007
• [2] A. Tomczyk, P. S. Szczepaniak, M. Pryczek, Cognitive hierarchical active partitions in distributed analysis of medical images, Journal of Ambient Intelligence and Humanized Computing, vol. 4, no. 3, pp. 357-367, Open access, Springer, 2012
• [3] J. Illingworth, J. Kittler, A survey of the Hough transform, Computer Vision, Graphics and Image Processing, vol. 44, pp. 87–116, 1988
• [4] R. G. von Gioi, J. Jakubowicz, J.-M. Morel, G. Randall, LSD: a Line Segment Detector, Image Processing On Line, vol. 2, pp. 35–55. 2012