[4K3-J-13] AI application: sea and rivers

Fri. Jun 7, 2019 2:00 PM - 3:40 PM Room K (201A Medium meeting room)

Chair:Yasunori Sakaji Reviewer:Hiroto Yoneno

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2:00 PM - 2:20 PM

[4K3-J-13-01] Support Method for Diagnosing Degradation of the River Revetment using SfM and Semantic Segmentation

〇Junichiro Fujii¹, Yuri Shimamoto¹, Masazumi Amakata¹, Masahiko Matsukawa¹, Kazuya Akiyama¹, Hiroshi Obara¹ (1. Yachiyo Engineering Co., Ltd.)

2:20 PM - 2:40 PM

[4K3-J-13-02] Estimation of Flood Inundation Area with Conditional Generative Adversarial Networks

〇Masayuki HITOKOTO¹, Kouichi ARAKI², Hirokazu FURUKI¹ (1. Nippon Koei Co., Ltd., 2. Godai Kaihatsu Co., Ltd.)

2:40 PM - 3:00 PM

[4K3-J-13-03] Workability assessment of marine construction using artificial neural network

〇Nobuyuki Iwamae¹, Kazuki Suzuki¹ (1. Kajima Corporation)

3:00 PM - 3:20 PM

[4K3-J-13-04] Maximum tsunami height prediction using Ocean-Bottom Pressure Values based on Gaussian Process Regression

〇Kotaro Takahashi¹, Kenjiro Kashiwabara¹, Yasuhiko Igarashi^1,2, Toshitaka Baba³, Hori Takane⁴, Masato Okada¹ (1. Graduate School of Frontier Sciences, The University of Tokyo, 2. Japan Science and Technology Agency PRESTO, 3. Institute of Technology and Science, The University of Tokushima, 4. Research and Development Center for Earthquake and Tsunami, Japan Agency for Marine-Earth Science and Technology)

3:20 PM - 3:40 PM

[4K3-J-13-05] Development of wave prediction method using deep convolutional neural network

〇Tomoaki Itaya¹, Nobuyuki Iwamae¹ (1. Kajima Corporation)

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