no code implementations • 8 Apr 2024 • Khoi Do, Duong Nguyen, Nguyen H. Tran, Viet Dung Nguyen
First, the class-wise gradient magnitude homogenization helps alleviate the imbalance among label masks by ensuring equal consideration of the class-wise impact on model updates.
no code implementations • 23 Mar 2024 • Viet Dung Nguyen, Reynold Bailey, Gabriel J. Diaz, Chengyi Ma, Alexander Fix, Alexander Ororbia
In remedy, we use dimensionality-reduction techniques to measure the overlap between the target eye images and synthetic training data, and to prune the training dataset in a manner that maximizes distribution overlap.
no code implementations • 23 Jan 2024 • Viet Dung Nguyen, Michael T. LaCour, Richard D. Komistek
Image segmentation in total knee arthroplasty is crucial for precise preoperative planning and accurate implant positioning, leading to improved surgical outcomes and patient satisfaction.
no code implementations • 25 Jan 2022 • Quan Nguyen Minh, Bang Le Van, Can Nguyen, Anh Le, Viet Dung Nguyen
To capture the various orientation of people in fish-eye cameras, in addition to the center and size, ARPD also predicts the angle of each bounding box.