Efficient object description and recognition based on shape signature

• Autorzy: Florek A. , Piascik T.
• Konferencja: International Conference on Computer Vision and Graphics ICCVG 2006 (25-27.09.2006 ; Warsaw, Poland)
• Języki publikacji: EN

Abstrakty

EN

A simple and efficient approach to recognition and classification of planar shapes is proposed. This approach is based on comparison of areas of dynamic adapted centroid signatures. The usefulness of our approach for assessment of the similarity equally of convex and non-convex objects and objects containing openings is shown.

Słowa kluczowe

EN

shape representation; signature; object recognition

• Wydawca: Institute of Information Technology of the Warsaw University of Life Sciences – SGGW
• Czasopismo: Machine Graphics and Vision
• Rocznik: 2006
• Tom: Vol. 15, No. 3/4
• Strony: 373--380
• Opis fizyczny: Bibliogr. 5 poz., tab., wykr.

Twórcy

autor

Florek A.

autor

Piascik T.

• Institute of Control and Information Engineering, Poznan University of Technology, ul. Piotrowo 3A, 60-965 Poznan, Poland,

Bibliografia

• [1] Gonzales R. C., Woods R. E.: Digital image processing. Addison-Wssley, Reading, MA, 1992.
• [2] Parker J. R., Zhang Z.: Object recognition using signatures. Proc. IASTED, Int. Conf. Signal and Image Processing, Las Vegas, USA, 1998.
• [3] Demant C., Streicher-Abel B., Waszkewitz P.: Industrial image processing. Visual Quality Control in Manufacturing. Springer Verlag, Berlin Heidelberg, 1999.
• [4] Zahnng D. S., Lu G.: Review of shape representation and description techniques. Pattern Recognition, 37 (1), 1-19, 2004.
• [5] Florek A., Piascik T.: Object recognition using signatures. In: Postępy Robotyki. Sterowanie robotów z percepcja otoczenia. Tchon K., WKL Warszawa, 29-36 (in Polish), 2005.