40 citations · 62 across the 5 of their papers we have counts for
3 papers · 1 filter
Safe-Construct: Redefining Construction Safety Violation Recognition as 3D Multi-View Engagement Task
Aviral Chharia, Tianyu Ren, Tomotake Furuhata +1
Recognizing safety violations in construction environments is critical yet remains underexplored in computer vision. Existing models predominantly rely on 2D object detection, whic…
Component Segmentation of Engineering Drawings Using Graph Convolutional Networks
Wentai Zhang, Joe Joseph, Yue Yin +5
We present a data-driven framework to automate the vectorization and machine interpretation of 2D engineering part drawings. In industrial settings, most manufacturing engineers st…
Multi-Resolution Graph Neural Network for Large-Scale Pointcloud Segmentation
Liuyue Xie, Tomotake Furuhata, Kenji Shimada
In this paper, we propose a multi-resolution deep-learning architecture to semantically segment dense large-scale pointclouds. Dense pointcloud data require a computationally expen…