Yatagawa Tatsuya 谷田川達也

Researcher Number	50817484
Other IDs	https://orcid.org/0000-0003-4653-2435
Affiliation (Current)	2025: 一橋大学, 大学院ソーシャル・データサイエンス研究科, 准教授
Affiliation (based on the past Project Information) *help	2024: 一橋大学, 大学院ソーシャル・データサイエンス研究科, 准教授 2022: 一橋大学, ソーシャル・データサイエンス教育研究推進センター, 准教授 2019 – 2022: 東京大学, 大学院工学系研究科(工学部), 助教 2018: 早稲田大学, 理工学術院, 日本学術振興会特別研究員
Review Section/Research Field	Principal Investigator Basic Section 61010:Perceptual information processing-related / Sections That Are Subject to Joint Review: Basic Section18030:Design engineering-related , Basic Section18040:Machine elements and tribology-related / Basic Section 18040:Machine elements and tribology-related / Basic Section 18030:Design engineering-related Except Principal Investigator Basic Section 61010:Perceptual information processing-related / Medium-sized Section 61:Human informatics and related fields
Keywords	Principal Investigator 機械学習 / 三次元形状処理 / 3Dモデリング / 幾何形状処理 / 深層学習 / 単一ショット学習 / 自己教師付き学習 / 三次元スキャン / コンピュータ・グラフィクス / コンピュータ・ビジョン … More / 三次元形状復元 / 反射パラメータ推定 / 双方向反射分布関数 / 逆レンダリング法 / 点群位置揃え / ノイズ除去 / 形状補完 / 表面形状計測 / 形状データ補正 / 実時間レンダリング / 反射パラメータ / 双方反射分布関数 / 多視点ステレオ法 / 逆レンダリング … More Except Principal Investigator コンピュテーショナルイメージング / コンピュテーショナルフォトグラフィ / コンピュータビジョン / コンピュータグラフィックス / ライトトランスポート / アクティブステレオ法 / キャリブレーション / 物理ベースレンダリング / 光伝播計測 / イベントカメラ Less

AI-assisted dual-domain shape modeling with programming language generationPrincipal Investigator
- Principal Investigator
  
  谷田川達也
- Project Period (FY)
  2024 – 2028
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 18030:Design engineering-related
  Basic Section 18040:Machine elements and tribology-related
  Sections That Are Subject to Joint Review: Basic Section18030:Design engineering-related , Basic Section18040:Machine elements and tribology-related
- Research Institution
  Hitotsubashi University
An invisible element imaging system by autonomous cooperative acquisition and analysis of dynamic indirect light transport
- Principal Investigator
  
  久保尋之
- Project Period (FY)
  2024 – 2028
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61010:Perceptual information processing-related
- Research Institution
  Chiba University
One-shot self-supervised learning for high quality 3D shape scanningPrincipal Investigator
- Principal Investigator
  
  谷田川達也
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 61010:Perceptual information processing-related
- Research Institution
  Hitotsubashi University
Controllable imaging system of invisible element components by autonomous cooperative acquisition of dynamic light transport
- Principal Investigator
  
  KUBO Hiroyuki
- Project Period (FY)
  2021 – 2022
- Research Category
  
  Grant-in-Aid for Challenging Research (Exploratory)
- Review Section
  
  Medium-sized Section 61:Human informatics and related fields
- Research Institution
  Chiba University
Reflectance Parameter Estimation in Large Outdoor Environments for Practical Graphics ProductionPrincipal Investigator
- Principal Investigator
  
  Yatagawa Tatsuya
- Project Period (FY)
  2018 – 2021
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 61010:Perceptual information processing-related
- Research Institution
  The University of Tokyo
  Waseda University

All 2023 2022 2021 2020 2019

All Journal Article Presentation Patent

[Journal Article] Sparse-View Cone-Beam CT Reconstruction by Bar-by-Bar Neural FDK Algorithm2023
- Author(s)
  Wang Siqi、Yatagawa Tatsuya、Ohtake Yutaka、Suzuki Hiromasa
- Journal Title
  
  Nondestructive Testing and Evaluation
  
  Volume: 未定 Issue: 2 Pages: 1-23
- DOI
  10.1080/10589759.2023.2195646
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K17907
[Journal Article] Learning Self-prior for Mesh Denoising Using Dual Graph Convolutional Networks2022
- Author(s)
  Hattori Shota、Yatagawa Tatsuya、Ohtake Yutaka、Suzuki Hiromasa
- Journal Title
  
  Lecture Notes in Computer Science (Proceedings of the European Conference on Computer Vision 2022)
  
  Volume: 13663 Pages: 363-379
- DOI
  10.1007/978-3-031-20062-5_21
- ISBN
  9783031200618, 9783031200625
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K17907
[Journal Article] Real-time Shading with Free-form Planar Area Lights using Linearly Transformed Cosines2022
- Author(s)
  Takahiro Kuge, Tatsuya Yatagawa, Shigeo Morishima
- Journal Title
  
  Journal of Computer Graphics Techniques
  
  Volume: 11 Pages: 1-16
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K18075
[Journal Article] Real-time Rendering of Layered Materials with Anisotropic Normal Distributions2020
- Author(s)
  Yamaguchi Tomoya, Yatagawa Tatsuya, Tokuyoshi Yusuke, Morishima Shigeo
- Journal Title
  
  Computational Visual Media
  
  Volume: 6 Issue: 1 Pages: 29-36
- DOI
  10.1007/s41095-019-0154-z
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18075, KAKENHI-PROJECT-17H06101, KAKENHI-PROJECT-19H01129
[Journal Article] LinSSS: linear decomposition of heterogeneous subsurface scattering for real-time screen-space rendering2020
- Author(s)
  Yatagawa Tatsuya、Yamaguchi Yasushi、Morishima Shigeo
- Journal Title
  
  The Visual Computer
  
  Volume: 36 Issue: 10-12 Pages: 1979-1992
- DOI
  10.1007/s00371-020-01915-4
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K21784, KAKENHI-PROJECT-18K18075, KAKENHI-PROJECT-19H01129, KAKENHI-PROJECT-20H04203
[Journal Article] Real‐time Indirect Illumination of Emissive Inhomogeneous Volumes using Layered Polygonal Area Lights2019
- Author(s)
  Kuge Takahiro、Yatagawa Tatsuya、Morishima Shigeo
- Journal Title
  
  Computer Graphics Forum
  
  Volume: 38 Issue: 7 Pages: 449-460
- DOI
  10.1111/cgf.13851
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18075, KAKENHI-PROJECT-17H06101, KAKENHI-PROJECT-19H01129
[Patent] 画像レンダリング方法、画像レンダリングシステム及びプログラム2019
- Inventor(s)
  久家隆宏, 谷田川達也, 森島繁生
- Industrial Property Rights Holder
  久家隆宏, 谷田川達也, 森島繁生
- Industrial Property Rights Type
  特許
- Industrial Property Number
  2019-159051
- Filing Date
  2019
- Data Source
  KAKENHI-PROJECT-18K18075
[Presentation] ノイズを含むレンダリング動画に対する重み付き局所線形回帰によるイベント映像生成2023
- Author(s)
  辻雄太, 谷田川達也, 久保尋之, 森島繁生
- Organizer
  情報処理学会CGVI研究会（第189回）
- Data Source
  KAKENHI-PROJECT-21K19799
[Presentation] X-Ray Scatter Correction by Deep Semi-supervised Learning of Simulated Projections with Beam-hole Array2023
- Author(s)
  Haruki Hattori, Tatsuya Yatagawa, Yutaka Ohtake, Hiromasa Suzuki
- Organizer
  12th International Conference on Industrial Computed Tomography
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K17907
[Presentation] デュアルグラフ畳み込みネットワークを用いた自己教師あり学習によるメッシュノイズ除去法2022
- Author(s)
  服部翔太, 谷田川達也, 大竹豊, 鈴木宏正
- Organizer
  精密工学会秋季大会学術講演
- Data Source
  KAKENHI-PROJECT-22K17907
[Presentation] エネルギー最小化関数の解析的な勾配計算を用いた深層点対面点群整列法2022
- Author(s)
  谷田川達也, 大竹豊, 鈴木宏正
- Organizer
  第25回画像の認識・理解シンポジウム
- Data Source
  KAKENHI-PROJECT-22K17907
[Presentation] ガウス混合分布に基づく深層点群位置合わせ法の改善に向けたアテンションおよびマスク機構の検討2022
- Author(s)
  吉川瑞紀, 谷田川達也, 大竹豊, 鈴木宏正
- Organizer
  第25回画像の認識・理解シンポジウム
- Data Source
  KAKENHI-PROJECT-22K17907
[Presentation] クロスシミュレーションのための深層学習に基づく部分空間Projective Dynamics2022
- Author(s)
  田中瑞城, 谷田川達也, 森島繁生
- Organizer
  Visual Computing 2022
- Data Source
  KAKENHI-PROJECT-22K17907
[Presentation] Extended Differentiable Marching Cubes by Manifold-Preserving Shape Inflation2021
- Author(s)
  Kiichi Itoh, Tatsuya Yatagawa, Yutaka Ohtake, Hiromasa Suzuki
- Organizer
  British Machine Vision Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18075
[Presentation] Deep Mesh Prior: Unsupervised Mesh Restoration using Graph Convolutional Networks2021
- Author(s)
  Shota Hattori, Tatsuya Yatagawa, Yutaka Ohtake, Hiromasa Suzuki
- Organizer
  CVPR Workshop on Learning to Generate 3D Shapes and Scenes
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18075
[Presentation] Light Source Selection in Primary-Sample-Space Neural Photon Sampling2021
- Author(s)
  Yuta Tsuji, Tatsuya Yatagawa, Shigeo Morishima
- Organizer
  SIGGRAPH Asia 2021 Posters
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18075
[Presentation] グラフ畳み込みニューラルネットワークを用いた教師なし学習によるノイズ除去法2021
- Author(s)
  服部翔大, 谷田川達也, 大竹豊, 鈴木宏正
- Organizer
  Visual Computing 2021
- Data Source
  KAKENHI-PROJECT-18K18075
[Presentation] 自由曲線を境界形状とする平面光源の実時間レンダリング法2021
- Author(s)
  久家隆宏, 谷田川達也, 森島繁生
- Organizer
  Visual Computing 2021
- Data Source
  KAKENHI-PROJECT-18K18075
[Presentation] ベジエ曲線を境界形状とする面光源のコサイン空間における実時間レンダリング法2020
- Author(s)
  久家隆宏, 谷田川達也, 森島繁生
- Organizer
  Visual Computing 2020
- Data Source
  KAKENHI-PROJECT-18K18075
[Presentation] Neural Progressive Photon Mapping: 深層学習による適応的フォトン散布を用いたフォトンマッピング法2020
- Author(s)
  辻雄太, 谷田川達也, 森島繁生
- Organizer
  Visual Computing 2020
- Data Source
  KAKENHI-PROJECT-18K18075
[Presentation] 光沢反射面に映りこむ炎と煙の新表現 -層化仮想面光源を用いた自己発光ボリュームの実時間大域照明法2019
- Author(s)
  久家隆宏,谷田川達也,森島繁生
- Organizer
  Computer Entertainment Developers Conference (CEDEC2019)
- Data Source
  KAKENHI-PROJECT-18K18075
[Presentation] Real-time Rendering of Layered Materials with Anisotropic Normal Distributions2019
- Author(s)
  Yamaguchi Tomoya, Yatagawa Tatsuya, Tokuyoshi Yusuke, Morishima Shigeo
- Organizer
  SIGGRAPH Asia 2019, Technical Brief
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18075
[Presentation] 分離型畳み込みカーネルを用いた非均一表面下散乱の効率的な計測と実時間レンダリング法2019
- Author(s)
  谷田川達也,山口泰,森島繁生
- Organizer
  Visual Computing 2019
- Data Source
  KAKENHI-PROJECT-18K18075
[Presentation] 分離型畳み込みカーネルを用いた非均一表面下散乱の効率的推定法2019
- Author(s)
  谷田川達也,山口泰,森島繁生
- Organizer
  第174回コンピュータグラフィクスとビジュアル情報学研究会
- Data Source
  KAKENHI-PROJECT-18K18075
[Presentation] 層状面光源を用いた自己発光ボリュームからの間接照明のリアルタイムレンダリング2019
- Author(s)
  久家隆宏,谷田川達也,森島繁生
- Organizer
  Visual Computing 2019
- Data Source
  KAKENHI-PROJECT-18K18075

1. KUBO Hiroyuki (90613951)

# of Collaborated Projects: 2 results

# of Collaborated Products: 1 results
2. 山口泰

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Yatagawa Tatsuya 谷田川 達也

Research Projects

Research Products

Co-Researchers

AI-assisted dual-domain shape modeling with programming language generationPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

An invisible element imaging system by autonomous cooperative acquisition and analysis of dynamic indirect light transport

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

One-shot self-supervised learning for high quality 3D shape scanningPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Controllable imaging system of invisible element components by autonomous cooperative acquisition of dynamic light transport

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Reflectance Parameter Estimation in Large Outdoor Environments for Practical Graphics ProductionPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Sparse-View Cone-Beam CT Reconstruction by Bar-by-Bar Neural FDK Algorithm2023

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Journal Title

DOI

Data Source

[Journal Article] Learning Self-prior for Mesh Denoising Using Dual Graph Convolutional Networks2022

Author(s)

Journal Title

DOI

ISBN

Data Source

[Journal Article] Real-time Shading with Free-form Planar Area Lights using Linearly Transformed Cosines2022

Author(s)

Journal Title

Data Source

[Journal Article] Real-time Rendering of Layered Materials with Anisotropic Normal Distributions2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] LinSSS: linear decomposition of heterogeneous subsurface scattering for real-time screen-space rendering2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Real‐time Indirect Illumination of Emissive Inhomogeneous Volumes using Layered Polygonal Area Lights2019

Author(s)

Journal Title

DOI

Data Source

[Patent] 画像レンダリング方法、画像レンダリングシステム及びプログラム2019

Inventor(s)

Industrial Property Rights Holder

Industrial Property Rights Type

Industrial Property Number

Filing Date

Data Source

[Presentation] ノイズを含むレンダリング動画に対する重み付き局所線形回帰によるイベント映像生成2023

Author(s)

Organizer

Data Source

[Presentation] X-Ray Scatter Correction by Deep Semi-supervised Learning of Simulated Projections with Beam-hole Array2023

Author(s)

Organizer

Data Source

[Presentation] デュアルグラフ畳み込みネットワークを用いた自己教師あり学習によるメッシュノイズ除去法2022

Yatagawa Tatsuya 谷田川達也