Title Venue Author Type Link
1. 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 JNL [IEEE Xplore]
2. Object Detection and Tracking in Ultrasound Scans Using an Optical Flow and Semantic Segmentation Framework Based on Convolutional Neural Networks ICASSP 2022 A. F. Al-Battal, I. Lerman, T. Nguyen CNF
3. Comparison of Heidelberg Composite Images with Optos Ultra-Wide Field Images by Overlay using Artificial Intelligence vs Mathematical Warping Investigative Ophthalmology & Visual Science 2022 F. G. Kalaw, M. Cabichini, J. Zhang, D. U. Bartsch, V. Alex, C. Galang, A. Heinke, A. Warter, T. Q. Nguyen, C. An, W. R. Freeman JNL
4. Joint motion correction and 3D segmentation with graph-assisted neural networks for retinal OCT ICIP 2022 Y. Wang, C. Galang, W. R. Freeman, T. Q. Nguyen, and C. An CNF
5. MonoPLFlowNet: Permutohedral Lattice FlowNet for Real-Scale 3D Scene Flow Estimation with Monocular Images ECCV 2022 R. Li, T. Nguyen CNF
6. Efficient Registration for Human Surfaces via Isometric Regularization on Embedded Deformation IEEE Transactions on Visualization and Computer Graphics K. Chen, F. Yin, B. Du, B. Wu, T.Q. Nguyen JNL
7. Data Augmentation Methods For Object Detection and Segmentation In Ultrasound Scans: An Empirical Comparative Study IEEE CMBS 2022 S. Brandigmpala, A. Albattal and T. Nguyen CNF
8. An Unsupervised Learning Approach to 3D Rectal MRI Volume Registration IEEE Access C.-J. Ho, S. Duong, Y. Wang, C. Nguyen, B.Bui, S. Truong, T. Nguyen, and C. An JNL
9. Self-Supervised Rigid Registration for Multimodal Retinal Images IEEE Transactions on Image Processing, vol. 31 C. An, Y. Wang, J. Zhang, and T. Nguyen JNL
10. View-invariant Center-of-pressure Metrics Estimation with Monocular RGB Camera IEEE Transactions on Multimedia C. Du, S. Graham, C. Depp, and T. Nguyen JNL