環境設計情報学領域 EnvDesign & IT

大阪大学 大学院工学研究科 環境エネルギー工学専攻／工学部 環境・エネルギー工学科 共生環境デザイン学講座

環境設計情報学領域　福田研究室

Environmental Design and Information Technology Laboratory (Fukuda Laboratory)

Society 5.0、すなわち「超スマート社会」の実現を目指し、人間・人工物・自然といった要素の関係性を総合的に設計する環境デザインの方法論を構築しています。また、AIをはじめとする情報通信技術（ICT）の高度な活用によって、環境デザインシステムの開発を進めるとともに、総合工学的視点から環境情報学の研究と教育にも取り組んでいます。
Aiming to realize Society 5.0—an ultra-smart society—we are developing methodologies for environmental design that comprehensively integrate the relationships among humans, artifacts, and nature. In parallel, we pursue the advancement of environmental design systems through the sophisticated use of information and communication technologies (ICT), including AI, and engage in research and education in environmental informatics from a comprehensive engineering perspective.

Journal Papers (Peer-Review)

  1. Tsujimoto R., Fukuda T., Yabuki N. (2024). Server-enabled mixed reality for flood risk communication: On-site visualization with digital twins and multi-client support, Environmental Modelling and Software, 177, art. no. 106054, DOI: 10.1016/j.envsoft.2024.106054
  2. Kinoshita A., Fukuda T., Yabuki N. (2024). Drone-based mixed reality: enhancing visualization for large-scale outdoor simulations with dynamic viewpoint adaptation using vision-based pose estimation methods, Drone Systems and Applications, 12, DOI: 10.1139/dsa-2023-0135
  3. Zhao, J., Yabuki, N., Fukuda, T. (2024). VAGen: waterbody segmentation with prompting for visual in-context learning. AI Civ. Eng. 3, 24. https://doi.org/10.1007/s43503-024-00042-6
  4. Lee M.S.Z., Yabuki N., Fukuda T. (2024). Scene Understanding for Dimensional Compliance Checks in Mixed-Reality, CivilEng, 5 (1), pp. 1 – 29, DOI: 10.3390/civileng5010001
  5. Takao, A., Yabuki, N., Otsuka, Y., Hirai, T. (2025). Earthwork Traceability Management System Using Compaction History and Dump Truck Sensing Data, CivilEng, 6(1), 11. https://doi.org/10.3390/civileng6010011

International Conference Proceedings (Full Paper Peer-Review)

  1. Yu, J., Fukuda, T., Yabuki, N. (2024). Combining Social Media Images and Bitemporal Satellite Images for Automated Detection of Damaged Areas After Flooding, ACCELERATED DESIGN – Proceedings of the 29th CAADRIA Conference, Singapore, 20-26 April 2024, Volume 2, pp. 59–68 https://doi.org/10.52842/conf.caadria.2024.2.059
  2. Hu, A., Yabuki, N., Fukuda, T. (2024). Generating 4D Plant Models for Virtual Reality Environments Using the Instant Neural Graphics Primitives and Stable Diffusion Model. ACCELERATED DESIGN – Proceedings of the 29th CAADRIA Conference, Singapore, 20-26 April 2024, Volume 3, pp. 421–430 https://doi.org/10.52842/conf.caadria.2024.3.421
  3. Shimizu, S., Fukuda, T., Yabuki, N. (2024). Nighttime Outdoor Lighting Environment Design System Using Web-Based Mixed Reality to Reduce Light Pollution, ACCELERATED DESIGN – Proceedings of the 29th CAADRIA Conference, Singapore, 20-26 April 2024, Volume 3, pp. 469–478 https://doi.org/10.52842/conf.caadria.2024.3.469
  4. Liang, X., Yabuki, N., Fukuda, T. (2024). Generating a Dataset of 3D Bim Models of Condominium Units Using Deep Learning. Proceeding of the 10th International Conference on Innovative Production and Construction (IPC 2024), Perth, Australia, July 11-12, 2024
  5. Fukuda, R., Fukuda, T., Yabuki, N. (2024). Advancing Building Facade Inspection: Integration of an Infrared Camera-Equipped Drone and Mixed Reality. Data-Driven Intelligence – Proceedings of the 42nd Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2024), Nicosia, 11-13 September 2024, Volume 2, pp. 139–148 https://doi.org/10.52842/conf.ecaade.2024.2.139
  6. Futamura, S., Fukuda, T., Yabuki, N. (2024). The Advancement in Web-Based Mixed Reality Systems: A Multi-User Perspective Sharing for Future Landscape Studies. Data-Driven Intelligence – Proceedings of the 42nd Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2024), Nicosia, 11-13 September 2024, Volume 2, pp. 119–128 https://doi.org/10.52842/conf.ecaade.2024.2.119
  7. Tsurunaga, S., Fukuda, T., Yabuki, N. (2024). Enhanced Landscape Visualization of Post-structure Removal. Integrating 3D Reconstruction Techniques and Diffusion Models Through Machine Learning. Data-Driven Intelligence – Proceedings of the 42nd Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2024), Nicosia, 11-13 September 2024, Volume 1, pp. 549–558 https://doi.org/10.52842/conf.ecaade.2024.1.549
  8. Hashizume, K., Fukuda, T., Yabuki, N. (2024). A Surface Modeling Method for Indoor Spaces From 3D Point Cloud Reconstructed by 3D Gaussian Splatting. Data-Driven Intelligence – Proceedings of the 42nd Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2024), Nicosia, 11-13 September 2024, Volume 1, pp. 695–704 https://doi.org/10.52842/conf.ecaade.2024.1.695
  9. Yoshimura, K., Yabuki, N., Fukuda, T. (2024). 6D Bim Model Based Sustainability Assessment of Photovoltaic Road Pavement Using Ifc Schema. Proceedings of the 24th International Conference on Construction Applications of Virtual Reality, CONVR 2024.
  10. May Thin Zar Soe, Yabuki, N., Fukuda, T., Hada, Y. (2025). A Scan-To-Bim Approach for Renovating Existing Building Rooms Using Surface Reconstruction and Deep Learning, Proceedings of the 6th International Conference on Civil and Building Engineering Informatics (ICCBEI 2025), 313-322
  11. Ogura, A., Fukuda, T., Yabuki, N., Narahara, T. (2025). Multi-Story Floor Plan Generation From Building Volumetric Design Using Graph Neural Network, Proceedings of the 6th International Conference on Civil and Building Engineering Informatics (ICCBEI 2025), 579-588
  12. Zhao, J., Yabuki, N., Fukuda, T. (2025). Lightweight Transfer Learning for Water Body Segmentation Using Adaptor-Based Fine-Tuning, Proceedings of the 6th International Conference on Civil and Building Engineering Informatics (ICCBEI 2025), 168-177
  13. Yamamoto, A., Yabuki, N., Aruga, T., Yamamoto, K., Fukuda, T. (2025). Development of Ifc River – A River Product Model for Realizing Digital Twins of the River System. In: Francis, A., Miresco, E., Melhado, S. (eds) Advances in Information Technology in Civil and Building Engineering. ICCCBE 2024. Lecture Notes in Civil Engineering, vol 628. Springer, Cham. https://doi.org/10.1007/978-3-031-84208-5_46
  14. Shi, Y., Fukuda, T., Yabuki, N. (2025). An Occlusion Handling Method for Drone-Based Augmented Reality in Large-Scale Urban Environment: Depth Propagation Combining Simultaneous Localization and Mapping With Semantic Segmentation, ARCHITECTURAL INFORMATICS – Proceedings of the 30th CAADRIA Conference, Tokyo, 22-29 March 2025, Volume 4, pp. 265–274 https://papers.cumincad.org/cgi-bin/works/Show?caadria2025_141
  15. Hu, Y., Fukuda, T. (2025). Multi-Source Building Reconstruction: Integrating Point Cloud Completion and Image-Based Methods, ARCHITECTURAL INFORMATICS – Proceedings of the 30th CAADRIA Conference, Tokyo, 22-29 March 2025, Volume 4, pp. 213–222 https://papers.cumincad.org/cgi-bin/works/Show?caadria2025_333
  16. Chakraborty, S., Fukuda, T. (2025). Bridging Past and Present – Space Syntax as a Tool for Digital Heritage: A Comprehensive Literature Review for Integrating Spatial Analysis in Heritage Conservations, ARCHITECTURAL INFORMATICS – Proceedings of the 30th CAADRIA Conference, Tokyo, 22-29 March 2025, Volume 4, pp. 325–334 https://papers.cumincad.org/cgi-bin/works/Show?caadria2025_809

Journal Papers (Domestic, Peer-Review)

  1. 猪股雅美, 福田知弘, 長谷川修一, 野々村敦子. (2025). 拡張現実を用いた自然災害伝承碑内容の視覚化 －台風による土石流被害再現への試み－, 防災教育学研究 5(2), 65–75, (報告).

Oral Presentations (International Conferences)

  1. Yu, J., Fukuda, T., Yabuki, N. (2024). Combining Social Media Images and Bitemporal Satellite Images for Automated Detection of Damaged Areas After Flooding, The 29th Annual Conference for Computer-Aided Architectural Design Research in Asia (CAADRIA 2024), Singapore, 23-25 April 2024.
  2. Hu, A., Yabuki, N., Fukuda, T. (2024). Generating 4D Plant Models for Virtual Reality Environments Using the Instant Neural Graphics Primitives and Stable Diffusion Model, The 29th Annual Conference for Computer-Aided Architectural Design Research in Asia (CAADRIA 2024), Singapore, 23-25 April 2024.
  3. Shimizu, S., Fukuda, T., Yabuki, N. (2024). Nighttime Outdoor Lighting Environment Design System Using Web-Based Mixed Reality to Reduce Light Pollution, The 29th Annual Conference for Computer-Aided Architectural Design Research in Asia (CAADRIA 2024), Singapore, 23-25 April 2024.
  4. Liang, X., Yabuki, N., Fukuda, T. (2024). Generating a Dataset of 3D Bim Models of Condominium Units Using Deep Learning. Proceeding of the 10th International Conference on Innovative Production and Construction (IPC 2024), Perth, Australia, 11-12 July, 2024.
  5. Yamamoto, A., Yabuki, N., Aruga, T., Yamamoto, K., Fukuda, T. (2025). Development of Ifc River – A River Product Model for Realizing Digital Twins of the River System. The 20th conference of the International Society for Computing in Civil and Building Engineering (ICCCBE 2024), Montreal, Canada, 26-28 August, 2024.
  6. Liang, X., Yabuki, N., Fukuda, T. (2024). A Two-Step Method to Reconstruct 3D Bim Models Based on 2D CAD Drawings, Georg Nemetschek Institute Symposium & Expo on Artificial Intelligence for the Built World (GNI Symposium 2024), Munich, Germany, 10-12 September 2024.
  7. Fukuda, R., Fukuda, T., Yabuki, N. (2024). Advancing Building Facade Inspection: Integration of an Infrared Camera-Equipped Drone and Mixed Reality. The 42nd Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2024), Nicosia, 11-13 September 2024.
  8. Futamura, S., Fukuda, T., Yabuki, N. (2024). The Advancement in Web-Based Mixed Reality Systems: A Multi-User Perspective Sharing for Future Landscape Studies. The 42nd Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2024), Nicosia, 11-13 September 2024.
  9. Tsurunaga, S., Fukuda, T., Yabuki, N. (2024). Enhanced Landscape Visualization of Post-structure Removal. Integrating 3D Reconstruction Techniques and Diffusion Models Through Machine Learning. The 42nd Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2024), Nicosia, 11-13 September 2024.
  10. Hashizume, K., Fukuda, T., Yabuki, N. (2024). A Surface Modeling Method for Indoor Spaces From 3D Point Cloud Reconstructed by 3D Gaussian Splatting. The 42nd Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2024), Nicosia, Cyprus, 11-13 September 2024.
  11. Yoshimura, K., Yabuki, N., Fukuda, T. (2024). 6D Bim Model Based Sustainability Assessment of Photovoltaic Road Pavement Using Ifc Schema. The 24th International Conference on Construction Applications of Virtual Reality, CONVR 2024, Sydney, Australia, 4-6 November 2024.
  12. Chakraborty, S., Ji, S., Fukuda, T. (2025). Exploring Architectural Heritage Values through Bibliometric Visualization: A Comprehensive Review. 10th International Conference on research into Design (ICoRD’25), Hyderabad, India, 8-10 January 2025.
  13. Chakraborty, S., Fukuda, T., Ji, S. (2025). Navigating Challenges and Opportunities in Digital Heritage Preservation: Towards Consolidated 3D Archives. 10th International Conference on research into Design (ICoRD’25), Hyderabad, India, 8-10 January 2025.
  14. Chakraborty, S., Fukuda, T., Ji, S. (2025). Evaluation Methods for Assessing the Effectiveness of Heritage Interpretation Designs: A Review. 10th International Conference on research into Design (ICoRD’25), Hyderabad, India, 8-10 January 2025.
  15. May Thin Zar Soe, Yabuki, N., Fukuda, T., Hada, Y. (2025). A Scan-To-Bim Approach for Renovating Existing Building Rooms Using Surface Reconstruction and Deep Learning, The 6th International Conference on Civil and Building Engineering Informatics (ICCBEI 2025), Hong Kong,China, 9-10 January 2025.
  16. Ogura, A., Fukuda, T., Yabuki, N., Narahara, T. (2025). Multi-Story Floor Plan Generation From Building Volumetric Design Using Graph Neural Network, The 6th International Conference on Civil and Building Engineering Informatics (ICCBEI 2025), Hong Kong,China, 9-10 January 2025.
  17. Zhao, J., Yabuki, N., Fukuda, T. (2025). Lightweight Transfer Learning for Water Body Segmentation Using Adaptor-Based Fine-Tuning, The 6th International Conference on Civil and Building Engineering Informatics (ICCBEI 2025), Hong Kong, China, 9-10 January 2025.
  18. Shi, Y., Fukuda, T., Yabuki, N. (2025). An Occlusion Handling Method for Drone-Based Augmented Reality in Large-Scale Urban Environment: Depth Propagation Combining Simultaneous Localization and Mapping With Semantic Segmentation, The 30th Annual Conference for Computer-Aided Architectural Design Research in Asia (CAADRIA 2025), Tokyo, Japan, 22-29 March 2025.
  19. Hu, Y., Fukuda, T. (2025).Multi-Source Building Reconstruction: Integrating Point Cloud Completion and Image-Based Methods, The 30th Annual Conference for Computer-Aided Architectural Design Research in Asia (CAADRIA 2025), Tokyo, Japan, 22-29 March 2025.
  20. Chakraborty, S., Fukuda, T. (2025). Bridging Past and Present – Space Syntax as a Tool for Digital Heritage: A Comprehensive Literature Review for Integrating Spatial Analysis in Heritage Conservations, The 30th Annual Conference for Computer-Aided Architectural Design Research in Asia (CAADRIA 2025), Tokyo, Japan, 22-29 March 2025.

Oral Presentations (Domestic Conferences)

  1. 吉村光史, 矢吹信喜, 福田知弘. (2024). IFCに基づく6D BIMモデルを用いた太陽光発電舗装の持続可能性評価の試み..第49回 土木情報学シンポジウム, 東京, 日本, 2024年9月25日・26日
  2. 笹田岳, 安藤幸央, 上田淳, 大西康伸, 北本英里子, 倉田成人, 酒谷粋将, 清水駿太, 灘英樹, 福田知弘, 藤田真衣, 松永直美, 満田衛資. (2024). 建築･都市 VR･MR の応用と展望 2024（1）, 日本建築学会・情報システム技術委員会 第47回情報・システム・利用・技術シンポジウム（報告）, 東京, 日本, 2024年12月5日・6日
  3. 笹田岳, 安藤幸央, 上田淳, 大西康伸, 北本英里子, 倉田成人, 酒谷粋将, 清水駿太, 灘英樹, 福田知弘, 藤田真衣, 松永直美, 満田衛資. (2024). 建築･都市 VR･MR の応用と展望 2024（2）, 日本建築学会・情報システム技術委員会 第47回情報・システム・利用・技術シンポジウム（報告）, 東京, 日本, 2024年12月5日・6日

Book

  1. 福田知弘. (2024). 1日で学べるXRとメタバース 表現技術検定 公式ガイドブック, フォーラムエイトパブリッシング https://www.amazon.co.jp/dp/4906608329/