266 citations · 566 across the 24 of their papers we have counts for
4 papers · 1 filter
A Hyperspectral and RGB Dataset for Building Facade Segmentation
Nariman Habili, Ernest Kwan, Weihao Li +4
Hyperspectral Imaging (HSI) provides detailed spectral information and has been utilised in many real-world applications. This work introduces an HSI dataset of building facades in…
Automated Coronary Arteries Labeling Via Geometric Deep Learning
Yadan Li, Mohammad Ali Armin, Simon Denman +1
Automatic labelling of anatomical structures, such as coronary arteries, is critical for diagnosis, yet existing (non-deep learning) methods are limited by a reliance on prior topo…
Vision-Based Activity Recognition in Children with Autism-Related Behaviors
Pengbo Wei, David Ahmedt-Aristizabal, Harshala Gammulle +2
Advances in machine learning and contactless sensors have enabled the understanding complex human behaviors in a healthcare setting. In particular, several deep learning systems ha…
You Only Cut Once: Boosting Data Augmentation with a Single Cut
Junlin Han, Pengfei Fang, Weihao Li +5
We present You Only Cut Once (YOCO) for performing data augmentations. YOCO cuts one image into two pieces and performs data augmentations individually within each piece. Applying…