Hieu Nguyen

Publications

• Digital image correlation in experimental mechanics and image registration in computer vision: Similarities, differences and complements
• Real-time, high-accuracy 3D imaging and shape measurement
• Accurate 3D shape measurement of multiple separate objects with stereo vision
• Audio extraction from silent high-speed video using an optical technique
• 3D shape, deformation, and vibration measurements using infrared Kinect sensors and digital image correlation
• Three-dimensional facial digitization using advanced digital image correlation
• Demonstration of a laparoscopic structured-illumination three-dimensional imaging system for guiding reconstructive bowel anastomosis
• Real-time 3D shape measurement using 3LCD projection and deep machine learning
• Single-Shot 3D Shape Reconstruction Using Structured Light and Deep Convolutional Neural Networks
• Accuracy assessment of fringe projection profilometry and digital image correlation techniques for three-dimensional shape measurements
• Three-dimensional Shape Reconstruction from Single-shot Speckle Image Using Deep Convolutional Neural Networks
• MIMONet: Structured-light 3D shape reconstruction by a multi-input multi-output network
• Accurate 3D Shape Reconstruction from Single Structured-Light Image via Fringe-to-Fringe Network
• Accurate 3D reconstruction via fringe-to-phase network
• Single-shot 3D shape acquisition using a learning-based structured-light technique
• Different structured-light patterns in single-shot 2D-to-3D image conversion using deep learning
• Modeling transcranial magnetic stimulation coil with magnetic cores
• hNet: Single-shot 3D shape reconstruction using structured light and h-shaped global guidance network
• A high-density theta burst paradigm enhances the aftereffects of transcranial magnetic stimulation: Evidence from focal stimulation of rat motor cortex
• Learning-based 3D imaging from single structured-light image
• Generalized Fringe-to-Phase Framework for Single-Shot 3D Reconstruction Integrating Structured Light with Deep Learning
• Time-Distributed Framework for 3D Reconstruction Integrating Fringe Projection with Deep Learning
• High inductance magnetic-core coils have enhanced efficiency in inducing suprathreshold motor response in rats
• Single-Shot 3D Reconstruction via Nonlinear Fringe Transformation: Supervised and Unsupervised Learning Approaches