Quantifying the Effects of Ground Truth Annotation Quality on Object Detection and Instance Segmentation Performance. - Cathaoir Agnew; Ciarán Eising; Patrick Denny; Anthony G. Scanlan; Pepijn van de Ven; Eoin Martino Grua (IEEE Access, 2023)

Detecting the overfilled status of domestic and commercial bins using computer vision. - Cathaoir Agnew; Dishant Mewada; Eoin Martino Grua; Ciarán Eising; Patrick Denny; Mark Heffernan; Ken Tierney; Pepijn van de Ven; Anthony G. Scanlan (Intell. Syst. Appl., 2023)

Annotation Quality Versus Quantity for Object Detection and Instance Segmentation. - Cathaoir Agnew; Anthony G. Scanlan; Patrick Denny; Eoin Martino Grua; Pepijn van de Ven; Ciarán Eising (IEEE Access, 2024)

Contamination Detection From Highly Cluttered Waste Scenes Using Computer Vision. - Dishant Mewada; Cathaoir Agnew; Eoin Martino Grua; Ciarán Eising; Patrick Denny; Mark Heffernan; Ken Tierney; Pepijn van de Ven; Anthony G. Scanlan (IEEE Access, 2024)

SS-SFR: Synthetic Scenes Spatial Frequency Response on Virtual KITTI and Degraded Automotive Simulations for Object Detection. - Daniel Jakab; Alexander Braun; Cathaoir Agnew; Reenu Mohandas; Brian Michael Deegan; Dara Molloy; Enda Ward; Tony Scanlan; Ciarán Eising (CoRR, 2024)

Pretraining instance segmentation models with bounding box annotations. - Cathaoir Agnew; Eoin Martino Grua; Pepijn van de Ven; Patrick Denny; Ciarán Eising; Anthony G. Scanlan (Intell. Syst. Appl., 2024)