22 citations · 22 across the 1 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
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…