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Abstract: Early detection of damages in tunnels is a major issue in terms of cost and safety. As there is a wide range of possible damages, varying in size and nature, at times at the limit of detectability, automatic detection based on images is a challenging goal. Cracks are the most common one, but water infiltrations and loss of material, such as exposed irons or spalling, are also present. Recent...