22 citations · 23 across the 3 of their papers we have counts for
3 papers
eess.IV2021★ 22 cited
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…
cs.CV2018★ 1 cited
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…
cs.AI2018
Learning Robust and Adaptive Real-World Continuous Control Using Simulation and Transfer Learning
M Ferguson, K. H. Law
We use model-free reinforcement learning, extensive simulation, and transfer learning to develop a continuous control algorithm that has good zero-shot performance in a real physic…