2021

Robust content-adaptive global registration for multimodal retinal images using weakly supervised deep-learning framework. IEEE Transactions on Image Processing. Y. Wang, J. Zhang, M. Cavichini, D. G. Bartsch, W. R. Freeman, T. Q. Nguyen and C. An 

Multi-task Center-of-pressure Metrics Estimation with Graph Convolutional Network. IEEE Transactions on Multimedia. C. Du, S. Graham, C. Depp and T. Q. Nguyen 

Learning to correct axial motion in OCT for 3D retinal imaging. ICIP 2021. Y. Wang, A. Warter, M. Cavichini, W. R. Freeman, D. G. Bartsch, T. Nguyen, C. An 

SM3D: Simultaneous Monocular Mapping and 3D Detection. ICIP 2021. R. Li, T. Nguyen 

Mesh Completion with Virtual Scans. ICIP 2021. K. Chen, F. Yin, B. Wu, B. Du and T. Nguyen 

Project in a Box: Self-Contained Instructional Hands-on Kits for Electrical Engineering Outreach. ASEE 2021. P. Truong, N. Stein and T. Nguyen 

Virtual Technical & Professional Development Program for ECE Internship Preparation. ASEE 2021. P. Truong, K. Morris, N.Stein, K. Hsieh, R. Patel, F. Nafarifad, C. Du, K. Nguyen and T. Nguyen 

Foveal Avascular Zone Segmentation of Octa Images Using Deep Learning Approach with Unsupervised Vessel Segmentation. ICASSP 2021. Z. Liang, J. Zhang and C. An 

Unsupervised Sequence Alignment between Video and Human Center of Pressure. EMBC 2021. S. Jin, M. Vo, C. Du, H. Garudadri, A. Py, D. Moore, K. ERLANDSON, R. Moore and T. Nguyen 

Using Machine Learning to Predict Frailty from Cognitive Assessments. EMBC 2021. S. Kumar, C. Du, S. Graham and T. Nguyen 

Assessing Physical Rehabilitation Exercises using Graph Convolutional Network with Self-supervised regularization. EMBC 2021. C. Du, S. Graham, C. Depp and T. Nguyen 

A CNN Segmentation-Based Approach to Object Detection and Tracking in Ultrasound Scans with Application to the Vagus Nerve Detection. EMBC 2021. A. Albattal, Y. Gong, L. Xu, T. Morton, C. Du, Y. Bu, I. Lerman, R. Madhavan and T. Nguyen 

Perspective Distortion Correction for Multi-Modal Registration between Ultra-Widefield and Narrow-Angle Retinal Images. EMBC 2021. J. Zhang, Y. Wang, D. G. Bartsch, W. R. Freeman, T. Q. Nguyen and C. An 

Learning Image Profile Enhancement and Denoising Statistics Priors for Single Image Super-Resolution. IEEE Transactions on Cybernetics. C. Ren, X. He, Y. Pu, and T. Q. Nguyen 

In Defense of Scene Graphs for Image Captioning. ICCV 2021. K. Nguyen, S. Tripathi, T. Guha, B. Du and T. Nguyen 

Estimate BMI for Elderly Adults Based on Body Shape Remotely. EMBC 2021. B. Dai, C. Du, S. Kumar, S. Graham and T. Nguyen 

Enhanced Depth Map Estimation in Low Light Conditions for RGB Cameras. ISOCC 2021. J. Chang and T. Nguyen 

A Convolutional Neural Network Pipeline For Multi-Temporal Retinal Image Registration. ISOCC 2021. C.-J. Ho, Y. Wang, J. Zhang, T. Nguyen and C. An 

Human-Inspired Camera: A Novel Camera System for Computer Vision. ISOCC 2021. S. Kumar, J. Mi, Q. Zhang, B. Chang, H. Le, R. Khoshabeh, T. Nguyen 

Localizing Radio Frequency Targets Using Reinforcement Learning. ROSE 2021. L. Tindall, Z. Hampel-Arias, J. Goldfrank, E. Mair, T. Nguyen 

Two-Step Registration on Multi-Modal Retinal Images via Deep Neural Networks. IEEE Transactions on Image Processing. J. Zhang, Y. Wang, J. Dai, M. Cavichini, D.-U. G. Bartsch, W. R. Freeman, T. Q. Nguyen, C. An