Jonpaul Nnamdi Opara, Aunt Bo Bo Thein, Shota Izumi, Hideaki Yasuhara and Pang-Jo Chun 2021. DEFECT DETECTION ON ASPHALT PAVEMENT BY DEEP LEARNING . GEOMATE Journal. 21, 83 (Jul. 2021), 87–94.