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Abstract: Many tunnels for accommodating communication cables are reinforced concrete (RC) structures, and steel reinforcement (rebar) is exposed in the concrete surface due to aging. This paper proposes an automatic method to measure the length of the exposed rebar in communication tunnels using semantic segmentation. Metal racks for cables are placed at regular intervals in the tunnels. In this method,...