2022

Runfa Li, Truong Nguyen. "MonoPLFlowNet: Permutohedral Lattice FlowNet for Real-Scale 3D Scene Flow Estimation with Monocular Images". European Conference on Computer Vision (ECCV 2022)  

Cheolhong An, Yiqian Wang, Junkang Zhang, Truong Q Nguyen. "Self-supervised rigid registration for multimodal retinal images". IEEE Transactions on Image Processing (TIP)

Kunyao Chen, Fei Yin, Bang Du, Baichuan Wu, Truong Q Nguyen. "Efficient registration for human surfaces via isometric regularization on embedded deformation". IEEE Transactions on Visualization and Computer Graphics (TVCG)

Abdullah F Al-Battal, Imanuel R Lerman, Truong Q Nguyen. "Object detection and tracking in ultrasound scans using an optical flow and semantic segmentation framework based on convolutional neural networks ". ICASSP 2022

Chen Du, Sarah Graham, Colin Depp, Truong Nguyen. "View-Invariant Center-of-Pressure Metrics Estimation With Monocular RGB Camera". IEEE Transactions on Multimedia 

Y. Wang, C. Galang, W. R. Freeman, T. Q. Nguyen, and C. An, “Joint motion correction and 3D segmentation with graph-assisted neural networks for retinal OCT,” in IEEE International Conference on Image Processing 2022 (ICIP), 2022. 

Yiqian Wang, Carlo Galang, William R Freeman, Truong Q Nguyen, Cheolhong An. "Joint motion correction and 3D segmentation with graph-assisted neural networks for retinal OCT". 2022 IEEE International Conference on Image Processing (ICIP)

Anna Heinke, Haochen Zhang, Daniel Deussen, Carlo Galang, Alexandra Warter, Fritz Kalaw, Dirk-Uwe Bartsch, Lingyun Cheng, Cheolhong An, Truong Nguyen, William Freeman "Artificial intelligence for OCTA-based disease activity prediction in age related macular degeneration". RETINA (2022) 

Sachintha R Brandigampala, Abdullah F Al-Battal, Truong Q Nguyen. "Data augmentation methods for object detection and segmentation in ultrasound scans: An empirical comparative study". 2022 IEEE 35th International Symposium on Computer-Based Medical Systems (CBMS) 

Anna Heinke; William R Freeman; Dirk-Uwe G Bartsch; Lingyun Cheng; Carlo Miguel B. Galang; Alexandra Warter; Fritz Kalaw; Haochen Zhang; Truong Q. Nguyen; Cheolhong An. "Quantitative evaluation of morphological changes in anti-VEGF treated choroidal neovascularization due to age related macular degeneration using optical coherence tomography angiography". Investigative Ophthalmology & Visual Science