Postdoctoral researcher
Tomotake Furuhata
- Department
- Mechanical Engineering
- Program
- Postdoc
- Graduation
- April 1988
- Computational Geometry/ Robotics
Publications
9 papers with CERLAB.
- Learning 3D human–object interaction graphs from transferable context knowledge for construction monitoring
Computers in Industry · 2025
- Safe-Construct: Redefining Construction Safety Violation Recognition as 3D Multi-View Engagement Task
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2025
- A Data Augmentation Method for Data-Driven Component Segmentation of Engineering Drawings
Journal of Computing and Information Science in Engineering · 2024
- Component segmentation of engineering drawings using Graph Convolutional Networks
Computers in Industry · 2023
- Image-Enhanced U-Net: Optimizing Defect Detection in Window Frames for Construction Quality Inspection
Buildings · 2023
- Data Augmentation of Engineering Drawings for Data-Driven Component Segmentation
ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC/CIE) · 2022
- Graph neural network-enabled manufacturing method classification from engineering drawings
Computers in Industry · 2022
- MuGNet: Multi-Resolution Graph Neural Network for Segmenting Large-Scale Pointclouds.
Conference on Robot Learning · 2020
- 3D Shape Synthesis for Conceptual Design and Optimization Using Variational Autoencoders
ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC/CIE) · 2019