Hieu Nguyen, Ph.D.

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[Dataset 1] - 658 samples

[Dataset 2] - 1523 samples

Real-time 3D shape, deformation and vibration measurements

Projects utilize precise techniques like structured light and stereo vision in experimental mechanics and optical metrology, including Fringe Projection Profilometry (FPP) and Digital Image Correlation (DIC).
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Accurate 3D shape measurement of multiple separate objects with stereo vision

*Meas. Sci. Techn. 2014

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Audio extraction from silent high-speed video using an optical technique

*Optical Engineering 2014

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Real-time, high-accuracy 3D imaging and shape measurement

*Applied Optics 2015

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3D shape, deformation, and vibration measurements using infrared Kinect sensors and digital image correlation

*Applied Optics 2017

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Three-dimensional facial digitization using advanced digital image correlation

*Applied Optics 2018

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Real-time 3D shape measurement using 3LCD projection and deep machine learning

*Applied Optics 2019

Structured-light and Deep Learning Integration

The projects combine traditional Fringe Projection Profilometry (FPP) with deep learning to enhance 3D shape reconstruction while reducing the need for multiple inputs. This integration yields high-quality 3D results using techniques like fringe-to-depth, fringe-to-fringe, and fringe-to-phase approaches.
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Single-Shot 3D Shape Reconstruction Using Structured Light and Deep Convolutional Neural Networks

*Sensors 2020

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MIMONet: Structured-light 3D shape reconstruction by a multi-input multi-output network

*Applied Optics 2021

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hNet: Single-shot 3D shape reconstruction using structured light and h-shaped global guidance network

*Results in Optics 2021

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Accurate 3D Shape Reconstruction from Single Structured-Light Image via Fringe-to-Fringe Network

*Photonics 2021

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Accurate 3D reconstruction via fringe-to-phase network

*Measurement 2022

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Learning-based 3D imaging from single structured-light image

*Graphical Models 2023

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Generalized fringe-to-phase framework for single-shot 3D reconstruction integrating structured light with deep learning

*Sensors 2023

Preclinical Transcranial Magnetic Stimulation (TMS) system

Development of a comprehensive TMS sytem for rodents, incorporating a high-frequency biphasic stimulator and rodent coil with high focality.
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A High-Density Theta Burst Paradigm Enhances the Aftereffects of Transcranial Magnetic Stimulation: Evidence from Focal Stimulation of Rat Motor Cortex

*Brain Stimulation 2022

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Modeling Transcranial Magnetic Stimulation Coils with Magnetic Cores

*Journal of Neural Engineering 2023

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High inductance magnetic-core coils have enhanced efficiency in inducing suprathreshold motor response in rats

*Physics in Medicine and Biology 2023