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Development of a novel mechatronic system for mechanical weed ...

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4.1.4 Test objects<br />

Materials and methods<br />

For sensors and detection algorithm testing, three different artificial objects<br />

simulating different plant development stages have been used. Green coloured<br />

wood sticks with 5-mm and 10-mm diameter were used to simulate the early<br />

development stage <strong>of</strong> the plants. The simulation <strong>of</strong> the plants in 4- to 6-leaf<br />

stage has been done using artificial plants with diameter range between 30 and<br />

50 mm. Test objects palette is shown in Figure 4.4.<br />

Figure 4.4 Test objects used in experiments <strong>for</strong> detection <strong>of</strong> the plant<br />

centre position<br />

4.1.5 Test <strong>of</strong> the detection <strong>system</strong>’s accuracy<br />

Two experimental rows <strong>of</strong> 30 green coloured wood sticks, with 5-mm and 10-<br />

mm diameter respectively, were used to test the robustness <strong>of</strong> the detection<br />

<strong>system</strong>. The detection <strong>of</strong> the rows was repeated 10 times <strong>for</strong> two different<br />

scenarios in which sampling distance were set to 2 mm and 5 mm. It<br />

corresponds to the detection <strong>of</strong> 300 objects <strong>for</strong> each scenario. The conditions<br />

(sensor adjustment and input features) were the same <strong>for</strong> each series <strong>of</strong><br />

experiments.<br />

4.1.6 Test <strong>of</strong> the detection <strong>system</strong>’s robustness<br />

The intensity <strong>of</strong> the illumination in field conditions influences the quality <strong>of</strong> the<br />

plant detection. To check the robustness <strong>of</strong> the developed <strong>system</strong> <strong>for</strong> detection<br />

<strong>of</strong> the plant centre position experiments on an experimental row <strong>of</strong> 30 artificial<br />

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