Christos Kyrkou

81 papers A* 1A 8B 4C 3Journal 40Unranked 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
Advancing efficiency and accuracy in aerial image classification for disaster incidents with SqueezeViT and UAVDisaster36K benchmark.
Neurocomputing
Demetris Shianios, Christos Kyrkou
2025 C conf
A Lightweight and Efficient Convolutional Neural Network for Crowd Counting.
IPAS
Marios Constantinou, Panayiotis Kolios, Christos Kyrkou
2025 — conf
AF-DROPS: A Drone-Based Fault-Tolerant System for Risk Management in Road Construction Sites.
SysTol
Matteo Pestelli, Federica Pascucci, Charalambos Kyriakou, Christos Laoudias, Christos Kyrkou, Graziana Cavone
2025 J jnl
Efficient Global Neural Architecture Search.
CoRR
Shahid Siddiqui, Christos Kyrkou, Theocharis Theocharides
2025 J jnl
Efficient Global Neural Architecture Search.
SN Comput. Sci.
Shahid Siddiqui, Christos Kyrkou, Theocharis Theocharides
2025 — conf
Leveraging Synthetic Data for Deep-Learning-Based Road Crack Segmentation from UAV Imagery.
DeLTA
Andriani Panagi, Christos Kyrkou
2025 J jnl
MultiFire20K: A semi-supervised enhanced large-scale UAV-based benchmark for advancing multi-task learning in fire monitoring.
Comput. Vis. Image Underst.
Demetris Shianios, Panayiotis Kolios, Christos Kyrkou
2025 J jnl
Toward Efficient Convolutional Neural Networks With Structured Ternary Patterns.
IEEE Trans. Neural Networks Learn. Syst.
Christos Kyrkou
2024 — conf
Closing the Sim-to-Real Gap: Enhancing Autonomous Precision Landing of UAVs with Detection-Informed Deep Reinforcement Learning.
DeLTA (1)
Charalambos Soteriou, Christos Kyrkou, Panayiotis S. Kolios
2024 A* conf
Convolutional Channel-Wise Competitive Learning for the Forward-Forward Algorithm.
AAAI
Andreas Papachristodoulou, Christos Kyrkou, Stelios Timotheou, Theocharis Theocharides
2024 J jnl
DiRecNetV2: A Transformer-Enhanced Network for Aerial Disaster Recognition.
CoRR
Demetris Shianios, Panayiotis Kolios, Christos Kyrkou
2024 J jnl
DiRecNetV2: A Transformer-Enhanced Network for Aerial Disaster Recognition.
SN Comput. Sci.
Demetris Shianios, Panayiotis S. Kolios, Christos Kyrkou
2024 J jnl
Spatiotemporal Object Detection for Improved Aerial Vehicle Detection in Traffic Monitoring.
CoRR
Kristina Telegraph, Christos Kyrkou
2024 J jnl
Spatiotemporal Object Detection for Improved Aerial Vehicle Detection in Traffic Monitoring.
IEEE Trans. Artif. Intell.
Kristina Telegraph, Christos Kyrkou
2024 J jnl
Toward Efficient Convolutional Neural Networks With Structured Ternary Patterns.
CoRR
Christos Kyrkou
2023 — conf
A Benchmark and Investigation of Deep-Learning-Based Techniques for Detecting Natural Disasters in Aerial Images.
CAIP (2)
Demetris Shianios, Christos Kyrkou, Panayiotis S. Kolios
2023 — ed.
Computer Analysis of Images and Patterns - 20th International Conference, CAIP 2023, Limassol, Cyprus, September 25-28, 2023, Proceedings, Part I
CAIP (1)
Nicolas Tsapatsoulis, Andreas Lanitis, Marios Pattichis, Constantinos S. Pattichis, Christos Kyrkou, Efthyvoulos C. Kyriacou, Zenonas Theodosiou, Andreas Panayides
2023 — ed.
Computer Analysis of Images and Patterns - 20th International Conference, CAIP 2023, Limassol, Cyprus, September 25-28, 2023, Proceedings, Part II
CAIP (2)
Nicolas Tsapatsoulis, Andreas Lanitis, Marios Pattichis, Constantinos S. Pattichis, Christos Kyrkou, Efthyvoulos Kyriacou, Zenonas Theodosiou, Andreas Panayides
2023 J jnl
Convolutional Channel-wise Competitive Learning for the Forward-Forward Algorithm.
CoRR
Andreas Papachristodoulou, Christos Kyrkou, Stelios Timotheou, Theocharis Theocharides
2023 B conf
Introducing Convolutional Channel-wise Goodness in Forward-Forward Learning.
ESANN
Andreas Papachristodoulou, Christos Kyrkou, Stelios Timotheou, Theocharis Theocharides
2023 J jnl
Machine Learning for Emergency Management: A Survey and Future Outlook.
Proc. IEEE
Christos Kyrkou, Panayiotis Kolios, Theocharis Theocharides, Marios M. Polycarpou
2023 — conf
True Rank Guided Efficient Neural Architecture Search for End to End Low-Complexity Network Discovery.
CAIP (1)
Shahid Siddiqui, Christos Kyrkou, Theocharis Theocharides
2022 A conf
A Comprehensive Solution for Securing Connected and Autonomous Vehicles.
DATE
Mohsin Kamal, Christos Kyrkou, Nikos Piperigkos, Andreas Papandreou, Andreas Kloukiniotis, Jordi Casademont, Natlia Porras Mateu, Daniel Baos Castillo, Rodrigo Diaz Rodriguez, Nicola Gregorio Durante, Peter Hofmann, Petros Kapsalas, Aris S. Lalos, Konstantinos Moustakas, Christos Laoudias, Theocharis Theocharides, Georgios Ellinas
2022 A conf
AirCamRTM: Enhancing Vehicle Detection for Efficient Aerial Camera-based Road Traffic Monitoring.
WACV
Rafael Makrigiorgis, Nicolas Hadjittoouli, Christos Kyrkou, Theocharis Theocharides
2021 J jnl
C
J. Real Time Image Process.
Christos Kyrkou
2021 J jnl
C^3Net: End-to-End deep learning for efficient real-time visual active camera control.
CoRR
Christos Kyrkou
2021 — conf
DriveGuard: Robustification of Automated Driving Systems with Deep Spatio-Temporal Convolutional Autoencoder.
WACV (Workshops)
Andreas Papachristodoulou, Christos Kyrkou, Theocharis Theocharides
2021 J jnl
DriveGuard: Robustification of Automated Driving Systems with Deep Spatio-Temporal Convolutional Autoencoder.
CoRR
Andreas Papachristodoulou, Christos Kyrkou, Theocharis Theocharides
2021 J jnl
EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion.
CoRR
Christos Kyrkou, Theocharis Theocharides
2021 J jnl
Fast and Accurate Quantized Camera Scene Detection on Smartphones, Mobile AI 2021 Challenge: Report.
CoRR
Andrey Ignatov, Grigory Malivenko, Radu Timofte, Sheng Chen, Xin Xia, Zhaoyan Liu, Yuwei Zhang, Feng Zhu, Jiashi Li, Xuefeng Xiao, Yuan Tian, Xinglong Wu, Christos Kyrkou, Yixin Chen, Zexin Zhang, Yunbo Peng, Yue Lin, Saikat Dutta, Sourya Dipta Das, Nisarg A. Shah, Himanshu Kumar, Chao Ge, Pei-Lin Wu, Jin-Hua Du, Andrew Batutin, Juan Pablo Federico, Konrad Lyda, Levon Khojoyan, Abhishek Thanki, Sayak Paul, Shahid Siddiqui
2021 J jnl
Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead.
CoRR
Muhammad Shafique, Mahum Naseer, Theocharis Theocharides, Christos Kyrkou, Onur Mutlu, Lois Orosa, Jungwook Choi
2020 J jnl
A novel FPGA-based test-bench framework for SDI stream verification.
EURASIP J. Image Video Process.
Giuseppe Conti, Christos Kyrkou, Theocharis Theocharides, Gustavo Hernández-Peñaloza, David Jiménez
2020 J jnl
Correction to: A novel FPGA-based test-bench framework for SDI stream verification.
EURASIP J. Image Video Process.
Giuseppe Conti, Christos Kyrkou, Theocharis Theocharides, Gustavo Hernández-Peñaloza, David Jiménez
2020 — conf
Efficient Embedded Deep Neural-Network-based Object Detection Via Joint Quantization and Tiling.
AICAS
George Plastiras, Shahid Siddiqui, Christos Kyrkou, Theocharis Theocharides
2020 J jnl
EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Christos Kyrkou, Theocharis Theocharides
2020 C conf
Imitation-Based Active Camera Control with Deep Convolutional Neural Network.
IPAS
Christos Kyrkou
2020 J jnl
Imitation-Based Active Camera Control with Deep Convolutional Neural Network.
CoRR
Christos Kyrkou
2020 B conf
Operation and Topology Aware Fast Differentiable Architecture Search.
ICPR
Shahid Siddiqui, Christos Kyrkou, Theocharis Theocharides
2020 J jnl
Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead.
IEEE Des. Test
Muhammad Shafique, Mahum Naseer, Theocharis Theocharides, Christos Kyrkou, Onur Mutlu, Lois Orosa, Jungwook Choi
2020 — conf
Towards Artificial-Intelligence-Based Cybersecurity for Robustifying Automated Driving Systems Against Camera Sensor Attacks.
ISVLSI
Christos Kyrkou, Andreas Papachristodoulou, Andreas Kloukiniotis, Andreas Papandreou, Aris S. Lalos, Konstantinos Moustakas, Theocharis Theocharides
2020 J jnl
YOLOpeds: Efficient Real-Time Single-Shot Pedestrian Detection for Smart Camera Applications.
CoRR
Christos Kyrkou
2020 J jnl
YOLOpeds: efficient real-time single-shot pedestrian detection for smart camera applications.
IET Comput. Vis.
Christos Kyrkou
2019 — conf
Deep Learning for Edge Computing: Current Trends, Cross-Layer Optimizations, and Open Research Challenges.
ISVLSI
Alberto Marchisio, Muhammad Abdullah Hanif, Faiq Khalid, George Plastiras, Christos Kyrkou, Theocharis Theocharides, Muhammad Shafique
2019 — conf
Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles.
CVPR Workshops
Christos Kyrkou, Theocharis Theocharides
2019 J jnl
Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles.
CoRR
Christos Kyrkou, Theocharis Theocharides
2019 — conf
EdgeNet: Balancing Accuracy and Performance for Edge-based Convolutional Neural Network Object Detectors.
ICDSC
George Plastiras, Christos Kyrkou, Theocharis Theocharides
2019 J jnl
EdgeNet: Balancing Accuracy and Performance for Edge-based Convolutional Neural Network Object Detectors.
CoRR
George Plastiras, Christos Kyrkou, Theocharis Theocharides
2019 J jnl
Efficient ConvNet-based Object Detection for Unmanned Aerial Vehicles by Selective Tile Processing.
CoRR
George Plastiras, Christos Kyrkou, Theocharis Theocharides
2019 A conf
Informed Region Selection for Efficient UAV-based Object Detectors: Altitude-aware Vehicle Detection with CyCAR Dataset.
IROS
Alexandros Kouris, Christos Kyrkou, Christos-Savvas Bouganis
2018 J jnl
Boosting the Hardware-Efficiency of Cascade Support Vector Machines for Embedded Classification Applications.
Int. J. Parallel Program.
Christos Kyrkou, Theocharis Theocharides, Christos-Savvas Bouganis, Marios M. Polycarpou
2018 A conf
DroNet: Efficient convolutional neural network detector for real-time UAV applications.
DATE
Christos Kyrkou, George Plastiras, Theocharis Theocharides, Stylianos I. Venieris, Christos-Savvas Bouganis
2018 J jnl
DroNet: Efficient convolutional neural network detector for real-time UAV applications.
CoRR
Christos Kyrkou, George Plastiras, Stylianos I. Venieris, Theocharis Theocharides, Christos-Savvas Bouganis
2018 — conf
Edge Intelligence: Challenges and Opportunities of Near-Sensor Machine Learning Applications.
ASAP
George Plastiras, Maria Terzi, Christos Kyrkou, Theocharis Theocharides
2018 — conf
Efficient ConvNet-based Object Detection for Unmanned Aerial Vehicles by Selective Tile Processing.
ICDSC
George Plastiras, Christos Kyrkou, Theocharis Theocharides
2018 C conf
Optimized vision-directed deployment of UAVs for rapid traffic monitoring.
ICCE
Christos Kyrkou, Stelios Timotheou, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou
2018 J jnl
Optimizing the Detection Performance of Smart Camera Networks Through a Probabilistic Image-Based Model.
IEEE Trans. Circuits Syst. Video Technol.
Christos Kyrkou, Eftychios G. Christoforou, Stelios Timotheou, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou
2017 — conf
Optimizing Multi-Target Detection in Stochastic Environments with Active Smart Camera Networks.
ICDSC
Christos Kyrkou, Stelios Timotheou, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou
2016 J jnl
A Low-Cost Real-Time Embedded Stereo Vision System for Accurate Disparity Estimation Based on Guided Image Filtering.
IEEE Trans. Computers
Christos Ttofis, Christos Kyrkou, Theocharis Theocharides
2016 J jnl
Accelerating object detection via a visual-feature-directed search cascade: algorithm and field programmable gate array implementation.
J. Electronic Imaging
Christos Kyrkou, Theocharis Theocharides
2016 J jnl
Adaptive Energy-Oriented Multitask Allocation in Smart Camera Networks.
IEEE Embed. Syst. Lett.
Christos Kyrkou, Christos Laoudias, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou
2016 J jnl
Embedded Hardware-Efficient Real-Time Classification With Cascade Support Vector Machines.
IEEE Trans. Neural Networks Learn. Syst.
Christos Kyrkou, Christos-Savvas Bouganis, Theocharis Theocharides, Marios M. Polycarpou
2016 A conf
Emulation-based hierarchical fault-injection framework for coarse-to-fine vulnerability analysis of hardware-accelerated approximate algorithms.
DATE
Ioannis Chadjiminas, Ioannis Savva, Christos Kyrkou, Maria K. Michael, Theocharis Theocharides
2016 — conf
Towards Improving the Detection Performance in Collaborative Visual Sensor Networks.
ICDSC
Christos Kyrkou, Stelios Timotheou, Eftychios Christoforou, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou
2015 J jnl
A Hardware-Efficient Architecture for Accurate Real-Time Disparity Map Estimation.
ACM Trans. Embed. Comput. Syst.
Christos Ttofis, Christos Kyrkou, Theocharis Theocharides
2015 — conf
A camera uncertainty model for collaborative visual sensor network applications.
ICDSC
Christos Kyrkou, Eftychios Christoforou, Theocharis Theocharides, Christoforos Panayiotou, Marios M. Polycarpou
2015 — conf
Accelerating FPGA-based object detection via a visual information extraction cascade.
ICDSC
Christos Kyrkou, Theocharis Theocharides
2015 — conf
Cooperative fault-tolerant target tracking in Camera Sensor Networks.
ICC
Christos Laoudias, P. Tsangaridis, Marios M. Polycarpou, Christoforos Panayiotou, Christos Kyrkou, Theocharis Theocharides
2015 — conf
Distributed adaptive task allocation for energy conservation in camera sensor networks.
ICDSC
Christos Kyrkou, Theocharis Theocharides, Christoforos Panayiotou, Marios M. Polycarpou
2015 — conf
Fault-tolerant tracking of multiple targets in collaborative Camera Networks.
ECC
Christos Laoudias, P. Tsangaridis, Marios M. Polycarpou, Christoforos Panayiotou, Christos Kyrkou, Theocharis Theocharides
2015 B conf
In-field vulnerability analysis of hardware-accelerated computer vision applications.
FPL
Ioannis Chadjiminas, Christos Kyrkou, Theocharis Theocharides, Maria K. Michael, Christos Ttofis
2015 A conf
Real-Time Obstacle Avoidance for Mobile Robots via Stereoscopic Vision Using Reconfigurable Hardware (Abstract Only).
FPGA
Martinianos Papadopoulos, Christos Ttofis, Christos Kyrkou, Theocharis Theocharides
2013 J jnl
A hardware architecture for real-time object detection using depth and edge information.
ACM Trans. Embed. Comput. Syst.
Christos Kyrkou, Christos Ttofis, Theocharis Theocharides
2013 — conf
A hardware-efficient architecture for embedded real-time cascaded support vector machines classification.
ACM Great Lakes Symposium on VLSI
Christos Kyrkou, Theocharis Theocharides, Christos-Savvas Bouganis
2013 — conf
An embedded hardware-efficient architecture for real-time cascade Support Vector Machine classification.
ICSAMOS
Christos Kyrkou, Theocharis Theocharides, Christos-Savvas Bouganis
2013 A conf
FPGA-based acceleration of cascaded support vector machines for embedded applications (abstract only).
FPGA
Christos Kyrkou, Christos-Savvas Bouganis, Theocharis Theocharides
2012 J jnl
A Parallel Hardware Architecture for Real-Time Object Detection with Support Vector Machines.
IEEE Trans. Computers
Christos Kyrkou, Theocharis Theocharides
2011 J jnl
A Flexible Parallel Hardware Architecture for AdaBoost-Based Real-Time Object Detection.
IEEE Trans. Very Large Scale Integr. Syst.
Christos Kyrkou, Theocharis Theocharides
2011 A conf
Depth-directed hardware object detection.
DATE
Christos Kyrkou, Christos Ttofis, Theocharis Theocharides
2011 B conf
FPGA-Accelerated Object Detection Using Edge Information.
FPL
Christos Kyrkou, Christos Ttofis, Theocharis Theocharides
2009 — conf
FPGA-based NoC-driven sequence of lab assignments for manycore systems.
MSE
Christos Ttofis, Christos Kyrkou, Theocharis Theocharides, Maria K. Michael
2009 J jnl
SCoPE: Towards a Systolic Array for SVM Object Detection.
IEEE Embed. Syst. Lett.
Christos Kyrkou, Theocharis Theocharides