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Shota Izumi
Shota Izumi
Kajima Corporation
Geverifieerd e-mailadres voor kajima.com
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Automatic detection method of cracks from concrete surface imagery using two‐step light gradient boosting machine
P Chun, S Izumi, T Yamane
Computer‐Aided Civil and Infrastructure Engineering 36 (1), 61-72, 2021
1902021
Evaluation of tensile performance of steel members by analysis of corroded steel surface using deep learning
P Chun, T Yamane, S Izumi, T Kameda
Metals 9 (12), 1259, 2019
492019
Development of a machine learning-based damage identification method using multi-point simultaneous acceleration measurement results
P Chun, T Yamane, S Izumi, N Kuramoto
Sensors 20 (10), 2780, 2020
392020
Utilization of unmanned aerial vehicle, artificial intelligence, and remote measurement technology for bridge inspections
P Chun, J Dang, S Hamasaki, R Yajima, T Kameda, H Wada, T Yamane, ...
Journal of Robotics and Mechatronics 32 (6), 1244-1258, 2020
262020
Defect detection on asphalt pavement by deep learning
JN Opara, ABB Thein, S Izumi, H Yasuhara, PJ Chun
GEOMATE Journal 21 (83), 87-94, 2021
152021
Semantic Segmentation を用いた橋梁 3 次元モデルへのひび割れ位置の反映
山根達郎, 上野雄也, 叶井和樹, 泉翔太, 全邦釘
AI・データサイエンス論文集 1 (J1), 491-497, 2020
42020
Reflection of the position of cracks in a 3-d model of a bridge using semantic segmentation
T YAMANE, Y UENO, K KANAI, S IZUMI, P CHUN
Artificial Intelligence and Data Science 2 (1), 11-17, 2021
22021
Attention 機構を用いた Deep Learning モデルによるひび割れ自動検出
泉翔太, 全邦釘
AI・データサイエンス論文集 2 (J2), 545-555, 2021
12021
Deep Learning を用いたマイクロブログ投稿文の災害情報分類
泉翔太, 堀太成, 山根達郎, 全邦釘, 藤森祥文, 森脇亮
AI・データサイエンス論文集 1 (J1), 398-405, 2020
12020
MSMGPV を用いた深層学習による降水量予測~ 空間範囲とリードタイムの基礎的検討~
木原拓海, 泉翔太, 藤森祥文, 森脇亮
土木学会論文集 B1 (水工学) 76 (2), I_337-I_342, 2020
12020
Infrared image-analysis-based concrete inspection using machine learning
S Hayashi, K Kawanishi, T Yamane, S Izumi, I Ujike, P Chun
Bridge Maintenance, Safety, Management, Life-Cycle Sustainability and …, 2021
2021
強化学習を用いたバックホウの掘削動作生成
泉翔太, 谷島諒丞, 全邦釘
AI・データサイエンス論文集 1 (J1), 307-312, 2020
2020
Deep-Learning Model for Prediction of Precipitation Using Msm-Study on Spatial Range and Leading
T Kihara, S Izumi, Y Fujimori, R Moriwaki
Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering …, 2020
2020
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