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Individual plant recognition is a big challenge in the agricultural robotics. Implementation of sensor technologies and algorithms for automatic plant phenotyping are of increasing importance . For an individual plant phenotyping, a multi-camera network is required. The problem of camera calibration is the focus of this research. In this paper, we present a novel extrinsic camera calibration method, developed to be applied in agricultural field.