Mizoguchi Tomohiro

ミゾグチトモヒロ | Mizoguchi Tomohiro

Affiliation and department：
Job title： Professor

Research field (2)： Mathematical informatics , Machine elements and tribology

Research theme for competitive and other funds (4)：

2018 - 2021 Development of Hardware and Software for ground-based efficient inventory of broad-leaved tree
2015 - 2018 Forest Investigation by Comprehensive Analysis of a Variety of Remote Sensing Data
2012 - 2015 Fully-automatic build and update technology of 3D as-built equipment model by laser scanning
2011 - 2013 Advanced Diagnosis of Large Environment based on 3D Laser Scanning

Papers (29)：

Tomohiro Mizoguchi, Kenichi Mizuno, Osamu Taniguchi. Automatic Creation of 3D Textured Simplified Model for Supporting Piled Pier Maintenance. The Fifth International Conference on Civil and Building Engineering Informatics. 2023
溝口知広,家村享明,藏重裕俊,水野剣一,谷口修. 桟橋の維持管理を支援するテクスチャ付き3D簡略モデルの自動構築手法. 土木学会論文集F3S(土木情報学・特集号). 2020. 75
Takuya Suzuki and Tomohiro Mizoguchi. As-Build Modeling of Steel Structures Using Symmetry. Proc. 4th International Conference on Civil and Building Engineering Informatics. 2019. 100-107
Tomohiro Mizoguchi, Akira Ishii, Hiroyuki Nakamura. Individual Tree Species Classification based on Terrestrial Laser Scanning Using Curvature Estimation and Convolutional Neural Network. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 2019
Takahiro Sanpei and Tomohiro Mizoguchi. Fundamental Study for Real-Time Detection of Sudden Displacement by High-Speed Laser Scanner. Journal of Structural Integrity and Maintenance. 2018. 3. 4. 227-232

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MISC (7)：

Tomohiro Mizoguchi, Akira Ishii, Hiroyuki Nakamura. INDIVIDUAL TREE SPECIES CLASSIFICATION BASED ON TERRESTRIAL LASER SCANNING USING CURVATURE ESTIMATION AND CONVOLUTIONAL NEURAL NETWORK. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 2019
Takahiro Sanpei and Tomohiro Mizoguchi. Real-Time Detection of Sudden Displacement of Tunnel Face Surface by High-Speed Laser Scanner. 17th International Conference on Computing in Civil and Building Engineering. 2018
Tomohiro Mizoguchi, Akira Ishii, Hiroyuki Nakamura, Tsuyoshi Inoue, Hisashi Takamatsu. Individual Tree Species Classification based on Terrestrial Lidar using Convolutional Neural Network. SPIE Optical Metrology 2017. 2017
Tomohiro Mizoguchi, Akira Ishii, Hiroyuki Nakamura, Tsuyoshi Inoue, Hisashi Takamatsu. Lidar-based individual tree species classification using convolutional neural network. Proceedings of SPIE - The International Society for Optical Engineering. 2017. 10332
Tomohiro Mizoguchi, Satoshi Kanai, Hiroaki Date and Hiroyuki Tanaka. Robust and Exhaustive Method for Symmetry Detection from Scanned Meshes. Journals of Advanced Mechanical Design, Systems, and Manufacturing. 2013. 7. 5. 862-875

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Patents (6)：

ユークリッド対称性認識システム,方法及びプログラム
解析曲面セグメンテーション装置,方法,プログラム及び記録媒体
Apparatus, Method and Program for Segmentation of Mesh Model Data Analytic Surfaces based on Robust Curvature Estimation and Region Growing
Dispositif, procédé et programme de segmentation de données de modèle en treillis
メッシュモデル・ソリッドモデル変換装置,方法及びプログラム

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Lectures and oral presentations (105)：

MLS計測点群の反射強度を利用した建物付属設備自動検出
(精密工学会春季大会学術講演会 2024)
UAV搭載LiDARを用いた橋梁の3次元計測と精度評価
(計測自動制御学会東北支部第344回研究集会 2023)
深層学習を用いた物体認識(基礎)
(精密工学会大規模環境の3次元計測と認識・モデル化技術専門委員会点群処理基礎技術講習会 2023)
橋梁の維持管理を支援する3Dモデリング技術
(精密工学会大規模環境の3次元計測と認識・モデル化技術専門委員会第49回定例研究会 2022)
深層学習を用いた物体認識(基礎)
(精密工学会大規模環境の3次元計測と認識・モデル化技術専門委員会点群処理基礎技術講習会 2022)

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Education (3)：

2006 - 2009 Hokkaido University Graduate School of Information Science and Technology Department of Systems Science and Informatics
2004 - 2006 Hokkaido University 情報科学研究科システム情報科学専攻
2000 - 2004 Hokkaido University Faculty of Engineering Department of System Engineering

Work history (4)：

2024/04 - 現在 Sanyo-Onoda City University Faculty of Engineering, Department of Informatics and Data Science Professor
2013/04 - 2024/03 日本大学工学部情報工学科・准教授
2009/04 - 2013/03 Assistant Professor, Department of Computer Science, College of Engineering, Nihon University
2006/04 - 2009/03 JSPS Research Fellowship for Young Scientists

Committee career (4)：

Awards (8)：

2022/03 - 日本森林学会第133回日本森林学会大会学生ポスター賞(学生の受賞) UAV搭載レーザスキャナによる森林計測点群中の樹幹抽出手法
2021/03 - 公益社団法人精密工学会 2021年度精密工学会春季大会学術講演会ペストプレゼンテーション賞(学生の受賞) 橋梁レーザ計測点群の部材別分解と3次元モデル構築手法
2020/11 - 令和2年度日本写真測量学会学術講演会論文賞(学生の受賞) 深層学習による樹皮と葉の詳細形状評価による広葉樹の樹種分類
2012/12 - Best Paper Award, Asian Conference on Design and Digital Engineering 2012
2012/09 - 精密工学会北海道支部技術賞

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Association Membership(s) (4)：

写真測量学会 , 森林学会 , リモートセンシング学会 , 精密工学会

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