Bp 407 en

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Recognition of Plants Based on Images of Fruit

Author: Jan Kůrka

Bakalářské práce 2014

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This thesis deals with semi-automatic plant identification based on photographs of fruit in the natural environment. The method proposed in this thesis has two stages: segmentation and recognition. For the segmentation stage, a semi-automatic method based on a combination of graph cut and color histogram is presented and evaluated. In the recognition stage, the foreground is processed by a nearest neighbor classifier. As features, the color histogram and axes ratio of an ellipse fitted by Direct Least Square Fitting method are used.

Bp 2014 kurka jan.pdf
P 2014 kurka jan.pdf