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This article describes the development of a path generating system for the movement of a remote commanded robotic mobile, through machine vision techniques and fuzzy decision systems. Using a Kinect sensor, the system captures the motion area of the mobile and using image processing techniques, obstacles are segmented and a fuzzy clustering algorithm is implemented to define the possible paths to...