106 citations · 360 across the 13 of their papers we have counts for
14 papers
From Detection to Action Recognition: An Edge-Based Pipeline for Robot Human Perception
Petros Toupas, Georgios Tsamis, Dimitrios Giakoumis +2
Mobile service robots are proving to be increasingly effective in a range of applications, such as healthcare, monitoring Activities of Daily Living (ADL), and facilitating Ambient…
fpgaHART: A toolflow for throughput-oriented acceleration of 3D CNNs for HAR onto FPGAs
Petros Toupas, Christos-Savvas Bouganis, Dimitrios Tzovaras
Surveillance systems, autonomous vehicles, human monitoring systems, and video retrieval are just few of the many applications in which 3D Convolutional Neural Networks are exploit…
FMM-X3D: FPGA-based modeling and mapping of X3D for Human Action Recognition
Petros Toupas, Christos-Savvas Bouganis, Dimitrios Tzovaras
3D Convolutional Neural Networks are gaining increasing attention from researchers and practitioners and have found applications in many domains, such as surveillance systems, auto…
HARFLOW3D: A Latency-Oriented 3D-CNN Accelerator Toolflow for HAR on FPGA Devices
Petros Toupas, Alexander Montgomerie-Corcoran, Christos-Savvas Bouganis +1
For Human Action Recognition tasks (HAR), 3D Convolutional Neural Networks have proven to be highly effective, achieving state-of-the-art results. This study introduces a novel str…
Open Challenges in Synthetic Speech Detection
Luca Cuccovillo, Christoforos Papastergiopoulos, Anastasios Vafeiadis +4
In this paper the current status and open challenges of synthetic speech detection are addressed. The work comprises an initial analysis of available open datasets and of existing…
A Survey of Robotic Harvesting Systems and Enabling Technologies
Leonidas Droukas, Zoe Doulgeri, Nikolaos L. Tsakiridis +7
This paper presents a comprehensive review of ground agricultural robotic systems and applications with special focus on harvesting that span research and commercial products and r…
A Characterization of 3D Printability
Ioannis Fudos, Margarita Ntousia, Vasiliki Stamati +5
Additive manufacturing technologies are positioned to provide an unprecedented innovative transformation in how products are designed and manufactured. Due to differences in the te…
A Deep Learning Framework for Simulation and Defect Prediction Applied in Microelectronics
Nikolaos Dimitriou, Lampros Leontaris, Thanasis Vafeiadis +4
The prediction of upcoming events in industrial processes has been a long-standing research goal since it enables optimization of manufacturing parameters, planning of equipment ma…
Fault Diagnosis in Microelectronics Attachment via Deep Learning Analysis of 3D Laser Scans
Nikolaos Dimitriou, Lampros Leontaris, Thanasis Vafeiadis +4
A common source of defects in manufacturing miniature Printed Circuits Boards (PCB) is the attachment of silicon die or other wire bondable components on a Liquid Crystal Polymer (…
Blockchain 3.0 Smart Contracts in E-Government 3.0 Applications
Sofia Terzi, Konstantinos Votis, Dimitrios Tzovaras +2
The adoption of Information Communication Technologies (ICT) and Web 3.0 contributes to the e-government sector by transforming how public administrations provide advanced and inno…
Image-based Natural Language Understanding Using 2D Convolutional Neural Networks
Erinc Merdivan, Anastasios Vafeiadis, Dimitrios Kalatzis +8
We propose a new approach to natural language understanding in which we consider the input text as an image and apply 2D Convolutional Neural Networks to learn the local and global…
Admission and Congestion Control for 5G Network Slicing
Bin Han, Antonio De Domenico, Ghina Dandachi +6
Network Slicing has been widely accepted as essential feature of future 5th Generation (5G) mobile communication networks. Accounting the potentially dense demand of network slices…
Security for Smart Mobile Networks: The NEMESYS Approach
Erol Gelenbe, Gokce Gorbil, Dimitrios Tzovaras +4
The growing popularity of smart mobile devices such as smartphones and tablets has made them an attractive target for cyber-criminals, resulting in a rapidly growing and evolving m…
NEMESYS: Enhanced Network Security for Seamless Service Provisioning in the Smart Mobile Ecosystem
Erol Gelenbe, Gokce Gorbil, Dimitrios Tzovaras +4
As a consequence of the growing popularity of smart mobile devices, mobile malware is clearly on the rise, with attackers targeting valuable user information and exploiting vulnera…