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This Repo contains the development of the final project of the Image Processing and Vision Subject, part of the Master in Electrical and Computer Engineering in Técnico Lisboa. In were we do tracking of objects using two Kinects RGBD cameras. The positioning of the cameras is random and the transformation between the 2 are calculated in software autonomously.