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- W2782202220 abstract "Counting objects by using blob analysis technique was found to be a very practical method for determining the number of apple fruits in specified digital pictures captured under natural lighting conditions by CCD camera. The RGB and IHS palettes were applied to each picture before being analysed by edge detection and blob analysis procedures processed by our own programs developed in G-language. Fruits of all colours were successfully detected in the pictures captured on the bright sunny side of the apple tree. However, pictures including red fruits had to be converted to hue images by implementing IHS palette before being further analysed. Counting the red fruits on the hue images converted from the pictures captured on the sunny side of the apple trees indicated a very close correlation to the manually counted fruits (RE(2) = 0.89), but counting little yellow and green-yellow fruits has been less successful because the pre-processing could not sufficiently remove the noise. The edge detection method did not produce better results but required more processing time in comparison with blob analysis; therefore it can be accepted for precise measurements of objects only." @default.
- W2782202220 created "2018-01-12" @default.
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- W2782202220 date "2001-01-01" @default.
- W2782202220 modified "2023-09-27" @default.
- W2782202220 title "Using image processing and analysis technique for counting apple fruits in the orchard" @default.
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