Compare and analysis of detection algorithm of crop leaf area based on MATLAB software

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dc.contributor.authorChen Jie
dc.date.accessioned2020-03-27T08:36:48Z
dc.date.available2020-03-27T08:36:48Z
dc.date.issued2018
dc.description.abstractTraditional edge detection operators belong to linear filtering methods. Mathematical morphology is a non-linear filtering method, which can maintain the basic shape characteristics of the image and is widely used in various fields of image processing. Only the edge detection operator or mathematical morphology processing can’t get ideal segmentation results. According to the results of edge operator detection, morphological filtering and mathematical morphological operation are carried out, and the edge information of plant leaves is extracted by repeated experiments with different structural elements. Based on MATLAB software, the image of plant leaf was analysed by the diffent mathod of Sobel, Prewitt, Canny, and Morphology. The result of Sobel mathod as the best one was chosen to be analysed by Denoising mathod. The last result was suitable for the image area algorithm.uk_UA
dc.identifier.citationJie Chen . Compare and analysis of detection algorithm of crop leaf area based on MATLAB software / Chen Jie // Управління розвитком складних систем : зб. наук. праць / Київ. нац. ун-т буд-ва і архітектури ; гол. ред. Лізунов П. П. – Київ : КНУБА, 2018. – № 36. – С. 126-129. - Бібліогр. : 16 назв.uk_UA
dc.identifier.issn2219-5300
dc.identifier.urihttps://repositary.knuba.edu.ua/handle/987654321/1937
dc.language.isoenuk_UA
dc.publisherКНУБАuk_UA
dc.subjectSobel mathoduk_UA
dc.subjectPrewitt mathoduk_UA
dc.subjectCanny mathoduk_UA
dc.subjectMorphology mathoduk_UA
dc.subjectDenoising methoduk_UA
dc.subject.udc004.42uk_UA
dc.subject.udc004.92uk_UA
dc.titleCompare and analysis of detection algorithm of crop leaf area based on MATLAB softwareuk_UA
dc.typeArticleuk_UA

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