Automatic Calibration, Acquisition, and Analysis for Color Experiments

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Abstract

This article is presenting a device for color experiments with automatic setup. The device is designed to carry on measurements of color of semi-homogenous objects. The light conditions are controlled by mikroPc and standardized for the experiments. The capturing camera setup and calibrations are done automatically using Gray World theory for white balance and defined background. The calibration is adjusted by brightness and contrast calibration, and difference between black and white versus light and dark. The device is connected with the software for automatic color analysis. The object is segmented from the background and transformed into several color space representations. The color channel distributions are statistically evaluated. The device should serve in the experiment with color analysis, stability, changes, comparison in fish or food production. Moreover, extension of the analysis cold be used in biometric or diseases tasks.

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Urban, J. (2020). Automatic Calibration, Acquisition, and Analysis for Color Experiments. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 12108 LNBI, pp. 298–309). Springer. https://doi.org/10.1007/978-3-030-45385-5_27

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