22 citations · 22 across the 1 of their papers we have counts for
3 papers
Automatic Volumetric Segmentation of Additive Manufacturing Defects with 3D U-Net
Vivian Wen Hui Wong, Max Ferguson, Kincho H. Law +2
Segmentation of additive manufacturing (AM) defects in X-ray Computed Tomography (XCT) images is challenging, due to the poor contrast, small sizes and variation in appearance of d…
Building Information Modeling and Classification by Visual Learning At A City Scale
Qian Yu, Chaofeng Wang, Barbaros Cetiner +4
In this paper, we provide two case studies to demonstrate how artificial intelligence can empower civil engineering. In the first case, a machine learning-assisted framework, BRAIL…
Detection and Segmentation of Manufacturing Defects with Convolutional Neural Networks and Transfer Learning
Max Ferguson, Ronay Ak, Yung-Tsun Tina Lee +1
Quality control is a fundamental component of many manufacturing processes, especially those involving casting or welding. However, manual quality control procedures are often time…