Christos Kyrkou

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 49

Top Topics

Convolutional Neural Network

Object Detection

Top Venues

Publications

Demetris Shianios, Panayiotis S. Kolios, Christos Kyrkou
DiRecNetV2: A Transformer-Enhanced Network for Aerial Disaster Recognition. SN Comput. Sci. 5 (6) (2024)
Christos Kyrkou
Toward Efficient Convolutional Neural Networks With Structured Ternary Patterns. CoRR (2024)
Andreas Papachristodoulou, Christos Kyrkou, Stelios Timotheou, Theocharis Theocharides
Convolutional Channel-Wise Competitive Learning for the Forward-Forward Algorithm. AAAI (2024)
Christos Kyrkou, Panayiotis Kolios, Theocharis Theocharides, Marios M. Polycarpou
Machine Learning for Emergency Management: A Survey and Future Outlook. Proc. IEEE 111 (1) (2023)
Demetris Shianios, Christos Kyrkou, Panayiotis S. Kolios
A Benchmark and Investigation of Deep-Learning-Based Techniques for Detecting Natural Disasters in Aerial Images. CAIP (2) (2023)
Andreas Papachristodoulou, Christos Kyrkou, Stelios Timotheou, Theocharis Theocharides
Introducing Convolutional Channel-wise Goodness in Forward-Forward Learning. ESANN (2023)
Shahid Siddiqui, Christos Kyrkou, Theocharis Theocharides
True Rank Guided Efficient Neural Architecture Search for End to End Low-Complexity Network Discovery. CAIP (1) (2023)
Andreas Papachristodoulou, Christos Kyrkou, Stelios Timotheou, Theocharis Theocharides
Convolutional Channel-wise Competitive Learning for the Forward-Forward Algorithm. CoRR (2023)
Rafael Makrigiorgis, Nicolas Hadjittoouli, Christos Kyrkou, Theocharis Theocharides
AirCamRTM: Enhancing Vehicle Detection for Efficient Aerial Camera-based Road Traffic Monitoring. WACV (2022)
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
A Comprehensive Solution for Securing Connected and Autonomous Vehicles. DATE (2022)
Muhammad Shafique, Mahum Naseer, Theocharis Theocharides, Christos Kyrkou, Onur Mutlu, Lois Orosa, Jungwook Choi
Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead. CoRR (2021)
Andreas Papachristodoulou, Christos Kyrkou, Theocharis Theocharides
DriveGuard: Robustification of Automated Driving Systems with Deep Spatio-Temporal Convolutional Autoencoder. WACV (Workshops) (2021)
Christos Kyrkou, Theocharis Theocharides
EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion. CoRR (2021)
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
Fast and Accurate Quantized Camera Scene Detection on Smartphones, Mobile AI 2021 Challenge: Report. CoRR (2021)
Christos Kyrkou
Net: end-to-end deep learning for efficient real-time visual active camera control. J. Real Time Image Process. 18 (4) (2021)
Andreas Papachristodoulou, Christos Kyrkou, Theocharis Theocharides
DriveGuard: Robustification of Automated Driving Systems with Deep Spatio-Temporal Convolutional Autoencoder. CoRR (2021)
Christos Kyrkou
C^3Net: End-to-End deep learning for efficient real-time visual active camera control. CoRR (2021)
George Plastiras, Shahid Siddiqui, Christos Kyrkou, Theocharis Theocharides
Efficient Embedded Deep Neural-Network-based Object Detection Via Joint Quantization and Tiling. AICAS (2020)
Giuseppe Conti, Christos Kyrkou, Theocharis Theocharides, Gustavo Hernández-Peñaloza, David Jiménez
A novel FPGA-based test-bench framework for SDI stream verification. EURASIP J. Image Video Process. 2020 (1) (2020)
Shahid Siddiqui, Christos Kyrkou, Theocharis Theocharides
Operation and Topology Aware Fast Differentiable Architecture Search. ICPR (2020)
Christos Kyrkou
Imitation-Based Active Camera Control with Deep Convolutional Neural Network. CoRR (2020)
Christos Kyrkou
YOLOpeds: Efficient Real-Time Single-Shot Pedestrian Detection for Smart Camera Applications. CoRR (2020)
Christos Kyrkou, Andreas Papachristodoulou, Andreas Kloukiniotis, Andreas Papandreou, Aris S. Lalos, Konstantinos Moustakas, Theocharis Theocharides
Towards Artificial-Intelligence-Based Cybersecurity for Robustifying Automated Driving Systems Against Camera Sensor Attacks. ISVLSI (2020)
Christos Kyrkou
Imitation-Based Active Camera Control with Deep Convolutional Neural Network. IPAS (2020)
Giuseppe Conti, Christos Kyrkou, Theocharis Theocharides, Gustavo Hernández-Peñaloza, David Jiménez
Correction to: A novel FPGA-based test-bench framework for SDI stream verification. EURASIP J. Image Video Process. 2020 (1) (2020)
Christos Kyrkou, Theocharis Theocharides
EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Muhammad Shafique, Mahum Naseer, Theocharis Theocharides, Christos Kyrkou, Onur Mutlu, Lois Orosa, Jungwook Choi
Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead. IEEE Des. Test 37 (2) (2020)
Christos Kyrkou
YOLOpeds: efficient real-time single-shot pedestrian detection for smart camera applications. IET Comput. Vis. 14 (7) (2020)
Alexandros Kouris, Christos Kyrkou, Christos-Savvas Bouganis
Informed Region Selection for Efficient UAV-based Object Detectors: Altitude-aware Vehicle Detection with CyCAR Dataset. IROS (2019)
Alberto Marchisio, Muhammad Abdullah Hanif, Faiq Khalid, George Plastiras, Christos Kyrkou, Theocharis Theocharides, Muhammad Shafique
Deep Learning for Edge Computing: Current Trends, Cross-Layer Optimizations, and Open Research Challenges. ISVLSI (2019)
Christos Kyrkou, Theocharis Theocharides
Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles. CoRR (2019)
George Plastiras, Christos Kyrkou, Theocharis Theocharides
EdgeNet: Balancing Accuracy and Performance for Edge-based Convolutional Neural Network Object Detectors. ICDSC (2019)
Christos Kyrkou, Theocharis Theocharides
Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles. CVPR Workshops (2019)
George Plastiras, Christos Kyrkou, Theocharis Theocharides
Efficient ConvNet-based Object Detection for Unmanned Aerial Vehicles by Selective Tile Processing. CoRR (2019)
George Plastiras, Christos Kyrkou, Theocharis Theocharides
EdgeNet: Balancing Accuracy and Performance for Edge-based Convolutional Neural Network Object Detectors. CoRR (2019)
Christos Kyrkou, Theocharis Theocharides, Christos-Savvas Bouganis, Marios M. Polycarpou
Boosting the Hardware-Efficiency of Cascade Support Vector Machines for Embedded Classification Applications. Int. J. Parallel Program. 46 (6) (2018)
Christos Kyrkou, George Plastiras, Theocharis Theocharides, Stylianos I. Venieris, Christos-Savvas Bouganis
DroNet: Efficient convolutional neural network detector for real-time UAV applications. DATE (2018)
George Plastiras, Christos Kyrkou, Theocharis Theocharides
Efficient ConvNet-based Object Detection for Unmanned Aerial Vehicles by Selective Tile Processing. ICDSC (2018)
Christos Kyrkou, Stelios Timotheou, Panayiotis Kolios, Theocharis Theocharides, Christos G. Panayiotou
Optimized vision-directed deployment of UAVs for rapid traffic monitoring. ICCE (2018)
Christos Kyrkou, Eftychios G. Christoforou, Stelios Timotheou, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou
Optimizing the Detection Performance of Smart Camera Networks Through a Probabilistic Image-Based Model. IEEE Trans. Circuits Syst. Video Technol. 28 (5) (2018)
Christos Kyrkou, George Plastiras, Stylianos I. Venieris, Theocharis Theocharides, Christos-Savvas Bouganis
DroNet: Efficient convolutional neural network detector for real-time UAV applications. CoRR (2018)
George Plastiras, Maria Terzi, Christos Kyrkou, Theocharis Theocharides
Edge Intelligence: Challenges and Opportunities of Near-Sensor Machine Learning Applications. ASAP (2018)
Christos Kyrkou, Stelios Timotheou, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou
Optimizing Multi-Target Detection in Stochastic Environments with Active Smart Camera Networks. ICDSC (2017)
Ioannis Chadjiminas, Ioannis Savva, Christos Kyrkou, Maria K. Michael, Theocharis Theocharides
Emulation-based hierarchical fault-injection framework for coarse-to-fine vulnerability analysis of hardware-accelerated approximate algorithms. DATE (2016)
Christos Kyrkou, Christos Laoudias, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou
Adaptive Energy-Oriented Multitask Allocation in Smart Camera Networks. IEEE Embed. Syst. Lett. 8 (2) (2016)
Christos Kyrkou, Christos-Savvas Bouganis, Theocharis Theocharides, Marios M. Polycarpou
Embedded Hardware-Efficient Real-Time Classification With Cascade Support Vector Machines. IEEE Trans. Neural Networks Learn. Syst. 27 (1) (2016)
Christos Ttofis, Christos Kyrkou, Theocharis Theocharides
A Low-Cost Real-Time Embedded Stereo Vision System for Accurate Disparity Estimation Based on Guided Image Filtering. IEEE Trans. Computers 65 (9) (2016)
Christos Kyrkou, Stelios Timotheou, Eftychios Christoforou, Theocharis Theocharides, Christos G. Panayiotou, Marios M. Polycarpou
Towards Improving the Detection Performance in Collaborative Visual Sensor Networks. ICDSC (2016)
Christos Kyrkou, Theocharis Theocharides
Accelerating object detection via a visual-feature-directed search cascade: algorithm and field programmable gate array implementation. J. Electronic Imaging 25 (4) (2016)
Christos Laoudias, P. Tsangaridis, Marios M. Polycarpou, Christoforos Panayiotou, Christos Kyrkou, Theocharis Theocharides
Cooperative fault-tolerant target tracking in Camera Sensor Networks. ICC (2015)
Christos Kyrkou, Theocharis Theocharides, Christoforos Panayiotou, Marios M. Polycarpou
Distributed adaptive task allocation for energy conservation in camera sensor networks. ICDSC (2015)
Christos Kyrkou, Eftychios Christoforou, Theocharis Theocharides, Christoforos Panayiotou, Marios M. Polycarpou
A camera uncertainty model for collaborative visual sensor network applications. ICDSC (2015)
Ioannis Chadjiminas, Christos Kyrkou, Theocharis Theocharides, Maria K. Michael, Christos Ttofis
In-field vulnerability analysis of hardware-accelerated computer vision applications. FPL (2015)
Christos Laoudias, P. Tsangaridis, Marios M. Polycarpou, Christoforos Panayiotou, Christos Kyrkou, Theocharis Theocharides
Fault-tolerant tracking of multiple targets in collaborative Camera Networks. ECC (2015)
Christos Ttofis, Christos Kyrkou, Theocharis Theocharides
A Hardware-Efficient Architecture for Accurate Real-Time Disparity Map Estimation. ACM Trans. Embed. Comput. Syst. 14 (2) (2015)
Martinianos Papadopoulos, Christos Ttofis, Christos Kyrkou, Theocharis Theocharides
Real-Time Obstacle Avoidance for Mobile Robots via Stereoscopic Vision Using Reconfigurable Hardware (Abstract Only). FPGA (2015)
Christos Kyrkou, Theocharis Theocharides
Accelerating FPGA-based object detection via a visual information extraction cascade. ICDSC (2015)
Christos Kyrkou, Theocharis Theocharides, Christos-Savvas Bouganis
A hardware-efficient architecture for embedded real-time cascaded support vector machines classification. ACM Great Lakes Symposium on VLSI (2013)
Christos Kyrkou, Christos Ttofis, Theocharis Theocharides
A hardware architecture for real-time object detection using depth and edge information. ACM Trans. Embed. Comput. Syst. 13 (3) (2013)
Christos Kyrkou, Christos-Savvas Bouganis, Theocharis Theocharides
FPGA-based acceleration of cascaded support vector machines for embedded applications (abstract only). FPGA (2013)
Christos Kyrkou, Theocharis Theocharides, Christos-Savvas Bouganis
An embedded hardware-efficient architecture for real-time cascade Support Vector Machine classification. ICSAMOS (2013)
Christos Kyrkou, Theocharis Theocharides
A Parallel Hardware Architecture for Real-Time Object Detection with Support Vector Machines. IEEE Trans. Computers 61 (6) (2012)
Christos Kyrkou, Christos Ttofis, Theocharis Theocharides
Depth-directed hardware object detection. DATE (2011)
Christos Kyrkou, Christos Ttofis, Theocharis Theocharides
FPGA-Accelerated Object Detection Using Edge Information. FPL (2011)
Christos Kyrkou, Theocharis Theocharides
A Flexible Parallel Hardware Architecture for AdaBoost-Based Real-Time Object Detection. IEEE Trans. Very Large Scale Integr. Syst. 19 (6) (2011)
Christos Kyrkou, Theocharis Theocharides
SCoPE: Towards a Systolic Array for SVM Object Detection. IEEE Embed. Syst. Lett. 1 (2) (2009)
Christos Ttofis, Christos Kyrkou, Theocharis Theocharides, Maria K. Michael
FPGA-based NoC-driven sequence of lab assignments for manycore systems. MSE (2009)