12 citations · 14 across the 3 of their papers we have counts for
4 papers
Semi-supervised learning for medical image classification using imbalanced training data
Tri Huynh, Aiden Nibali, Zhen He
Medical image classification is often challenging for two reasons: a lack of labelled examples due to expensive and time-consuming annotation protocols, and imbalanced class labels…
Enhancing Trajectory Prediction using Sparse Outputs: Application to Team Sports
Brandon Victor, Aiden Nibali, Zhen He +1
Sophisticated trajectory prediction models that effectively mimic team dynamics have many potential uses for sports coaches, broadcasters and spectators. However, through experimen…
3D Human Pose Estimation with 2D Marginal Heatmaps
Aiden Nibali, Zhen He, Stuart Morgan +1
Automatically determining three-dimensional human pose from monocular RGB image data is a challenging problem. The two-dimensional nature of the input results in intrinsic ambiguit…
Extraction and Classification of Diving Clips from Continuous Video Footage
Aiden Nibali, Zhen He, Stuart Morgan +1
Due to recent advances in technology, the recording and analysis of video data has become an increasingly common component of athlete training programmes. Today it is incredibly ea…