3 papers
cs.CV2019
Smart IoT Cameras for Crowd Analysis based on augmentation for automatic pedestrian detection, simulation and annotation
Antoine Rimboux, Rob Dupre, Thomas Lagkas +3
Smart video sensors for applications related to surveillance and security are IOT-based as they use Internet for various purposes. Such applications include crowd behaviour monitor…
cs.CV2019
Iterative Self-Learning: Semi-Supervised Improvement to Dataset Volumes and Model Accuracy
Robert Dupre, Jiri Fajtl, Vasileios Argyriou +1
A novel semi-supervised learning technique is introduced based on a simple iterative learning cycle together with learned thresholding techniques and an ensemble decision support s…
cs.CV2017
A Human and Group Behaviour Simulation Evaluation Framework utilising Composition and Video Analysis
Rob Dupre, Vasileios Argyriou
In this work we present the modular Crowd Simulation Evaluation through Composition framework (CSEC) which provides a quantitative comparison between different pedestrian and crowd…