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The paper presents a simple and automatic procedure to estimate the intrinsic and extrinsic parameters of a camera, based on the image of a standard calibration box. Image processing techniques are used to determine the relevant image points to be used in the calibration procedure. A non-recursive solution scheme is proposed to estimate the intrinsic and extrinsic camera parameters. Simulated and...