Disease areas detection on agricultural plants using fractal and textural features of high resolution color aerial photographs

• Autorzy: Doudkin A. , Ganchenko V. , Petrovsky A. , Sobkowiak B.
• Języki publikacji: EN

Abstrakty

EN

A method of disease areas detection on agricultural plants is proposed based on image processing using textural and fractal characteristics of images. The developed method was implemented in a joint segmentation algorithm of aerial photograph. It is applied in a decision-making system, which is a part of software-hardware complex for agriculture application.

Słowa kluczowe

EN

plant; photograph; plant disease

PL

roślina; zdjęcie; choroba roślin

• Wydawca: Sieć Badawcza Łukasiewicz - Poznański Instytut Technologiczny
• Czasopismo: Journal of Research and Applications in Agricultural Engineering
• Rocznik: 2009
• Tom: Vol. 54, nr 3
• Strony: 55--59
• Opis fizyczny: Bibliogr. 10 poz.

Twórcy

autor

Doudkin A.

autor

Ganchenko V.

autor

Petrovsky A.

autor

Sobkowiak B.

• UIIP, NAS of Belarus, 6 Surganov str., Mińsk, 220012, Belarus,

Bibliografia

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• [4] Ganchenko, V. Joint segmentation of Aerial Photographs with the Various Resolution / V. Ganchenko, A. Petrovsky, B. Sobkoviak // Proc. of the 5th Int Conf on Neural Networks and Artificial Intelligence ICNNAI 2008, May 27-30, 2008, Mińsk, Belarus – Mińsk, 2008.-P. 177-181.
• [5] Francis S. Hill. Computer Graphics. // Macmillan Publishing Company. - 1990.
• [6] Foley, van Dam, Feiner, Hughes. Computer Graphics: Principles and Practice. - Addison-Wesley Publishing Company, 1990.
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• [8] Starovoytov V. V. Local geometrical methods of digital processing and the analysis of images. // Starovoytov V.V. - Mińsk: Institute of technical cybernetics BAS, 1997. - 284 p. [In Russian].
• [9] Sobkowiak B., Analysis of colour images of infested crop fields. Part 1. Carrying out of the test and assessment of its results / B. Sobkowiak, T. Pawlowski // Wybrane zagadnienia ekologiczne we współczesnym rolnictwie. Monografia, tom 2; pod red. T. Pawłowskiego. - Poznań: Industrial Institute of Agricultural Engineering. - 2005. - Vol. 2. - 128 p.
• [10] Vatkin, M. Isolating of informative features of potato diseases on the basis of colour characteristics of leaves / M. Vatkin, V. Ganchenko, A. Doudkin, A. Petrovsky, B. Sobkowiak // Journal of Research and Applications in Agricultural Engineering, Poznań, 2007. - Vol. 52 (4). - P. 98-99.