First complete draft
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\section{Color calibration}
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\section{Color Calibration}
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All our detection algorithms require color calibration, and when the lighting
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conditions on the field change, colors might have to be newly calibrated. For
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us this meant that a tool was necessary, that could simplify this process as
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far as possible. For this reason, we implemented a small OpenCV-based program,
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that we called \verb|Colorpicker|. This program can access various video
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sources, as well as use still images for calibration. The main interface
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contains the sliders for adjusting the HSV interval, as well as the video area,
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conditions on the field change, colors might have to be recalibrated. For us
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this meant that a tool was necessary, that could simplify this process as far
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as possible. For this reason, we implemented a small OpenCV-based program, that
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we called \verb|Colorpicker|. This program can access various video sources, as
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well as use still images for calibration. The main interface contains the
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sliders for adjusting the HSV interval, as well as the video area,
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demonstrating the resulting binary mask. The colors can be calibrated for three
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targets: ball, goal and field; and the quality of detection, depending on the
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chosen target is demonstrated. When the program is closed, the calibration
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values are automatically saved to the settings file \verb|nao_defaults.json|.
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The interface of the Colorpicker is demonstrated in the figure \ref{p figure
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colorpicker}.
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chosen target is demonstrated in the tool's video area. When the program is
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closed, the calibration values are automatically saved to the settings file
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\verb|nao_defaults.json|. The interface of the Colorpicker is demonstrated in
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the figure \ref{p figure colorpicker}.
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\begin{figure}[ht]
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\includegraphics[width=\textwidth]{\fig colorpicker}
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