14 citations
4 papers
A New Clustering-Based Technique for the Acceleration of Deep Convolutional Networks
Erion-Vasilis Pikoulis, Christos Mavrokefalidis, Aris S. Lalos
Deep learning and especially the use of Deep Neural Networks (DNNs) provides impressive results in various regression and classification tasks. However, to achieve these results, t…
Efficient automated U-Net based tree crown delineation using UAV multi-spectral imagery on embedded devices
Kostas Blekos, Stavros Nousias, Aris S Lalos
Delineation approaches provide significant benefits to various domains, including agriculture, environmental and natural disasters monitoring. Most of the work in the literature ut…
Cooperative Multi-Modal Localization in Connected and Autonomous Vehicles
Nikos Piperigkos, Aris S. Lalos, Kostas Berberidis +1
Cooperative Localization is expected to play a crucial role in various applications in the field of Connected and Autonomous vehicles (CAVs). Future 5G wireless systems are expecte…
Empowering cyberphysical systems of systems with intelligence
Stavros Nousias, Nikos Piperigkos, Gerasimos Arvanitis +3
Cyber Physical Systems have been going into a transition phase from individual systems to a collecttives of systems that collaborate in order to achieve a highly complex cause, rea…