Tatsuro Yamane

Automatic detection method of cracks from concrete surface imagery using two‐step light gradient boosting machine

Pang‐jo Chun, Shota Izumi, Tatsuro Yamane · Computer-Aided Civil and Infrastructure Engineering · 2020 · 228 citations · Full text

Engineering, Machine Learning, Feature Detection +21

A deep learning‐based image captioning method to automatically generate comprehensive explanations of bridge damage

Pang‐jo Chun, Tatsuro Yamane, Yu Maemura · Computer-Aided Civil and Infrastructure Engineering · 2021 · 130 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Crack Detection from a Concrete Surface Image Based on Semantic Segmentation Using Deep Learning

Tatsuro Yamane, Pang‐jo Chun · Journal of Advanced Concrete Technology · 2020 · 102 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Automatic Detection of Cracks in Asphalt Pavement Using Deep Learning to Overcome Weaknesses in Images and GIS Visualization

Pang‐jo Chun, Tatsuro Yamane, Yukino Tsuzuki · Applied Sciences · 2021 · 56 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Recording of bridge damage areas by 3D integration of multiple images and reduction of the variability in detected results

Tatsuro Yamane, Pang‐jo Chun, Ji Dang et al. · Computer-Aided Civil and Infrastructure Engineering · 2023 · 55 citations · Full text

Engineering, Machine Learning, Multiple Images +23