20 citations · 29 across the 5 of their papers we have counts for
4 papers · 1 filter
A Review of Vision-Based Vehicle Detection for UAV-Based Traffic Monitoring: Experimental Insights and Future Directions
Jianlin Ye, Christos Kyrkou
In Intelligent Transportation System (ITS), unmanned aerial vehicle (UAV)-based surveillance offers an innovative solution to traffic surveillance with wide coverage and real-time…
DiRecNetV2: A Transformer-Enhanced Network for Aerial Disaster Recognition
Demetris Shianios, Panayiotis Kolios, Christos Kyrkou
The integration of Unmanned Aerial Vehicles (UAVs) with artificial intelligence (AI) models for aerial imagery processing in disaster assessment, necessitates models that demonstra…
Spatiotemporal Object Detection for Improved Aerial Vehicle Detection in Traffic Monitoring
Kristina Telegraph, Christos Kyrkou
This work presents advancements in multi-class vehicle detection using UAV cameras through the development of spatiotemporal object detection models. The study introduces a Spatio-…
Toward Efficient Convolutional Neural Networks With Structured Ternary Patterns
Christos Kyrkou
High-efficiency deep learning (DL) models are necessary not only to facilitate their use in devices with limited resources but also to improve resources required for training. Conv…