[2F1-GS-10f] AI応用：安全

Wed. Jun 9, 2021 9:00 AM - 10:40 AM Room F (GS room 1)

座長：清川裕（BIRD INITIATIVE(株)）

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9:00 AM - 9:20 AM

[2F1-GS-10f-01] Predicting Remaining Useful Life Curve of Rolling Bearings Under Defect Progression Based on Hierarchical Bayesian Regression

〇Masashi Kitai^1,2,3, Yoshinobu Akamatsu³, Hiroki Fujiwara³, Ryoji Tani³, Masayuki Numao⁴, Ken-ichi Fukui⁴ (1. Graduate School of Information Science and Technology, Osaka University, 2. NTN Next Generation Research Alliance Laboratories, Osaka University, 3. NTN Corporation, 4. The Institute of Scientific and Industrial Research, Osaka University)

9:20 AM - 9:40 AM

[2F1-GS-10f-02] Prediction of Stress on Ship Structures using Ship Measurement Data and Machine Learning

〇Hideki Miyajima¹, Rei Miratsu¹, Tomoaki Yamada¹, Wataru Ihara² (1. Nippon Kaiji Kyokai, 2. Miotsukushi Analytics Co., Ltd.)

9:40 AM - 10:00 AM

[2F1-GS-10f-03] Fallen Object Detection on Road by Using VAE Anomaly Detection with Average Image

〇Yoshiki Yamamoto¹, Atsushi Hashimoto², Yamato Okamoto¹ (1. OMRON SOCIAL SOLUTIONS CO.LTD., 2. OMRON SINIC X Corporation)

10:00 AM - 10:20 AM

[2F1-GS-10f-04] A Study on Type Classification and Object Detection to be Repaired of Manhole Cover Using Deep Learnig

〇Hiroki Oikawa¹, Reon Katsumura¹, Masaki Wada¹, Hiroki Shimabara¹, Takaaki Aihara¹ (1. Nippon Telegraph and Telephone East Corporation)

10:20 AM - 10:40 AM

[2F1-GS-10f-05] Differences in crack detection accuracy due to some deep neural networks

Comparison when SegNet,U-Net,FusionNet are applied to civilengineering structures

〇Masazumi Amakata¹, Ryuto Yoshida¹, Junichiro Fujii¹, Yuta Takahashi¹, Junichi Okubo¹ (1. YACHIYO ENGINEERING CO.,LTD.)

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