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J-GLOBAL ID：202201005154713347   Update date: Oct. 12, 2024

Fujita Haruhiro

フジタ ハルヒロ | Fujita Haruhiro
Affiliation and department：
Nigata University of International and Information Studies Faculty of Business and Informatics

About Nigata University of International and Information Studies Faculty of Business and Informatics


Job title： Professor
Research field  (5)： Mathematical informatics ,  Intelligent informatics ,  Applied anthropology ,  Archaeology ,  Cultural properties
Research keywords  (6)： Cognitive Experiment and Deep Mind Models ,  Fusion of AI and formalism ,  Generative AI embedding large-scale language models ,  Multimodal AI ,  3D Deep Clustering Models ,  3D Deep Convolution and Deconvolution Models
Research theme for competitive and other funds  (12)：
  • 2024 - 2028 Establishment of a digital twin platform for preservation and public use of decorated European prehistoric tombs
  • 2023 - 2026 Challenge on data driven research foundation by merging formalism and AI
  • 2022 - 2026 Creating a Technological Infrastructure for the Digital Restoration of Cultural Properties Using Statistical Image Processing and Deep Learning
  • 2022 - 2025 Establishing a technical basis for statistical image processing and deep learning for the digital restoration of cultural heritage.
  • 2022 - 2025 Verification of Sueki potteries' types and dating criteria by deep learning cluster analyses of 3D-RGB data
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Papers (24)：
  • Fujita Haruhiro, Miyao Toru, Imai Hironori, Sasaki Hiroyuki, Simon Kaner. Analysis of Sensory Impression Factor Structures of Jomon Potteries through a Semantic Differential Method Viewing 3D Models on MR equipment. Proceedings of Computer Applications and Quantitative Methods in Archaeology 2024. 2024
  • Itagaki Masatoshi, Fujita Haruhiro. MaskedCycleGAN for Image Transformation of Oyu Stone Circles: A Comparison between U-Net and ResNet. Proceedings of ESTCON2024, Lecture Notes in Electrical Engineering (LNEE), Springer. 2024
  • Itagaki Masatoshi, Fujita Haruhiro. Image Conversion of Oyu Stone Circles using CycleGAN. Proceedings of ESTCON2024, Lecture Notes in Electrical Engineering (LNEE), Springer. 2024
  • Fujita Haruhiro, Nagumo Ayaka, Ichikawa Kenta, Yew Kwang Hooi. Developments of AI Models from 1995 to 2024. Proceedings of ESTCON2024, Lecture Notes in Electrical Engineering (LNEE), Springer. 2024
  • Nagumo Ayaka, Ichikawa Kenta, Fujita Haruhiro. 14 Hands-on AI Practical Education. Proceedings of ESTCON2024, Lecture Notes in Electrical Engineering (LNEE), Springer. 2024
ｍore...
Books (2)：
  • The horizon of historical GIS: Toward Reconstruction of Topography, Environments and Regional Structures
    Bensei Publication 2012 ISBN:9784585220220
  • Revolution and Strategic Methods of Regional Agricultural Management
    Agroforestry Statistical Association 2007 ISBN:9784541033970
Lectures and oral presentations  (21)：
  • Image Restorations of Sundial-shaped stones of Oyu Stone Circle Site by CycleGANs
    (International Conference on Computer Applications & Quantitative Methods in Archaeology (CAA) 2024 2024)
  • Restoring Faded Artworks:Image Restoration Using Statistical Image Processing (Decorrelation Stretch) and Deep Learning (CycleGANs)
    (International Conference on Computer Applications & Quantitative Methods in Archaeology (CAA) 2024 2024)
  • Issues and solutions for classification models using deep learning for 3D data of archaeological materials
    (International Conference on Computer Applications & Quantitative Methods in Archaeology (CAA) 2024 2024)
  • Analyses of sensory impression factor structures of Jomon Kaen potteries by a Semantic Differential method experiment of viewing 3D models by Microsoft HoloLens
    (International Conference on Computer Applications & Quantitative Methods in Archaeology (CAA) 2024 2024)
  • Archaeomaterial image restoration of Oyu stone circle's sundial-shaped stones, by CycleGANs
    (8th Symposium on Archaeomaterial Studies in East Aisa 2023)
ｍore...
Education (3)：
  • 1983 - 1989 The University of Queensland Department of Agriculture Doctoral Course
  • 1981 - 1983 Kyushu University Graduate School of Agriculture Animal Science
  • 1978 - 1981 University of Miyazaki Faculty of Agriculture Department of Grassland
Professional career (1)：
  • Doctor of Philosophy (The University of Queensland)
Work history (10)：
  • 2022/04 - 現在 Nigata University of International and Information Studies Faculty of Business and Informatics Professor
  • 2019/04 - 現在 Visiting Scientist of Tokyo National Museum
  • 2012/04 - 2022/03 Nigata University of International and Information Studies Faculty of Business and Informatics Professor
  • 2005/04 - 2012/03 Toyo University Graduate School of Regional Development Studies Professor
  • 2003/04 - 2012/03 Toyo University Faculty of Regional Development Studies Department of Tourism Professor
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Awards (1)：
  • 1999/04 - International Society of Photogrammetry and Remote Sensing The Best Scientific Achievements and Communication Development Milestones of earth monitoring and disaster warning working group of APAN on real time Asia Pacific disaster and food security networking
Association Membership(s) (3)：
Computer Applications and Quantitative Methods in Archaeology ,  Japan Association for Archaeoinformatics ,  にいがたGIS協議会
※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

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