FPGA-based NoC-driven sequence of lab assignments for manycore systems. - Christos Ttofis; Christos Kyrkou; Theocharis Theocharides; Maria K. Michael (MSE, 2009)

SCoPE: Towards a Systolic Array for SVM Object Detection. - Christos Kyrkou; Theocharis Theocharides (IEEE Embed. Syst. Lett., 2009)

Depth-directed hardware object detection. - Christos Kyrkou; Christos Ttofis; Theocharis Theocharides (DATE, 2011)

FPGA-Accelerated Object Detection Using Edge Information. - Christos Kyrkou; Christos Ttofis; Theocharis Theocharides (FPL, 2011)

A Flexible Parallel Hardware Architecture for AdaBoost-Based Real-Time Object Detection. - Christos Kyrkou; Theocharis Theocharides (IEEE Trans. Very Large Scale Integr. Syst., 2011)

A Parallel Hardware Architecture for Real-Time Object Detection with Support Vector Machines. - Christos Kyrkou; Theocharis Theocharides (IEEE Trans. Computers, 2012)

FPGA-based acceleration of cascaded support vector machines for embedded applications (abstract only). - Christos Kyrkou; Christos-Savvas Bouganis; Theocharis Theocharides (FPGA, 2013)

A hardware-efficient architecture for embedded real-time cascaded support vector machines classification. - Christos Kyrkou; Theocharis Theocharides; Christos-Savvas Bouganis (ACM Great Lakes Symposium on VLSI, 2013)

An embedded hardware-efficient architecture for real-time cascade Support Vector Machine classification. - Christos Kyrkou; Theocharis Theocharides; Christos-Savvas Bouganis (ICSAMOS, 2013)

A hardware architecture for real-time object detection using depth and edge information. - Christos Kyrkou; Christos Ttofis; Theocharis Theocharides (ACM Trans. Embed. Comput. Syst., 2013)

Fault-tolerant tracking of multiple targets in collaborative Camera Networks. - Christos Laoudias; P. Tsangaridis; Marios M. Polycarpou; Christoforos Panayiotou; Christos Kyrkou; Theocharis Theocharides (ECC, 2015)

Real-Time Obstacle Avoidance for Mobile Robots via Stereoscopic Vision Using Reconfigurable Hardware (Abstract Only). - Martinianos Papadopoulos; Christos Ttofis; Christos Kyrkou; Theocharis Theocharides (FPGA, 2015)

In-field vulnerability analysis of hardware-accelerated computer vision applications. - Ioannis Chadjiminas; Christos Kyrkou; Theocharis Theocharides; Maria K. Michael; Christos Ttofis (FPL, 2015)

Cooperative fault-tolerant target tracking in Camera Sensor Networks. - Christos Laoudias; P. Tsangaridis; Marios M. Polycarpou; Christoforos Panayiotou; Christos Kyrkou; Theocharis Theocharides (ICC, 2015)

A camera uncertainty model for collaborative visual sensor network applications. - Christos Kyrkou; Eftychios Christoforou; Theocharis Theocharides; Christoforos Panayiotou; Marios M. Polycarpou (ICDSC, 2015)

Accelerating FPGA-based object detection via a visual information extraction cascade. - Christos Kyrkou; Theocharis Theocharides (ICDSC, 2015)

Distributed adaptive task allocation for energy conservation in camera sensor networks. - Christos Kyrkou; Theocharis Theocharides; Christoforos Panayiotou; Marios M. Polycarpou (ICDSC, 2015)

A Hardware-Efficient Architecture for Accurate Real-Time Disparity Map Estimation. - Christos Ttofis; Christos Kyrkou; Theocharis Theocharides (ACM Trans. Embed. Comput. Syst., 2015)

Emulation-based hierarchical fault-injection framework for coarse-to-fine vulnerability analysis of hardware-accelerated approximate algorithms. - Ioannis Chadjiminas; Ioannis Savva; Christos Kyrkou; Maria K. Michael; Theocharis Theocharides (DATE, 2016)

Towards Improving the Detection Performance in Collaborative Visual Sensor Networks. - Christos Kyrkou; Stelios Timotheou; Eftychios Christoforou; Theocharis Theocharides; Christos G. Panayiotou; Marios M. Polycarpou (ICDSC, 2016)

Adaptive Energy-Oriented Multitask Allocation in Smart Camera Networks. - Christos Kyrkou; Christos Laoudias; Theocharis Theocharides; Christos G. Panayiotou; Marios M. Polycarpou (IEEE Embed. Syst. Lett., 2016)

Accelerating object detection via a visual-feature-directed search cascade: algorithm and field programmable gate array implementation. - Christos Kyrkou; Theocharis Theocharides (J. Electronic Imaging, 2016)

A Low-Cost Real-Time Embedded Stereo Vision System for Accurate Disparity Estimation Based on Guided Image Filtering. - Christos Ttofis; Christos Kyrkou; Theocharis Theocharides (IEEE Trans. Computers, 2016)

Embedded Hardware-Efficient Real-Time Classification With Cascade Support Vector Machines. - Christos Kyrkou; Christos-Savvas Bouganis; Theocharis Theocharides; Marios M. Polycarpou (IEEE Trans. Neural Networks Learn. Syst., 2016)

Optimizing Multi-Target Detection in Stochastic Environments with Active Smart Camera Networks. - Christos Kyrkou; Stelios Timotheou; Theocharis Theocharides; Christos G. Panayiotou; Marios M. Polycarpou (ICDSC, 2017)

Edge Intelligence: Challenges and Opportunities of Near-Sensor Machine Learning Applications. - George Plastiras; Maria Terzi; Christos Kyrkou; Theocharis Theocharides (ASAP, 2018)

DroNet: Efficient convolutional neural network detector for real-time UAV applications. - Christos Kyrkou; George Plastiras; Theocharis Theocharides; Stylianos I. Venieris; Christos-Savvas Bouganis (DATE, 2018)

Optimized vision-directed deployment of UAVs for rapid traffic monitoring. - Christos Kyrkou; Stelios Timotheou; Panayiotis Kolios; Theocharis Theocharides; Christos G. Panayiotou (ICCE, 2018)

Efficient ConvNet-based Object Detection for Unmanned Aerial Vehicles by Selective Tile Processing. - George Plastiras; Christos Kyrkou; Theocharis Theocharides (ICDSC, 2018)

Boosting the Hardware-Efficiency of Cascade Support Vector Machines for Embedded Classification Applications. - Christos Kyrkou; Theocharis Theocharides; Christos-Savvas Bouganis; Marios M. Polycarpou (Int. J. Parallel Program., 2018)

Optimizing the Detection Performance of Smart Camera Networks Through a Probabilistic Image-Based Model. - Christos Kyrkou; Eftychios G. Christoforou; Stelios Timotheou; Theocharis Theocharides; Christos G. Panayiotou; Marios M. Polycarpou (IEEE Trans. Circuits Syst. Video Technol., 2018)

Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles. - Christos Kyrkou; Theocharis Theocharides (CVPR Workshops, 2019)

EdgeNet: Balancing Accuracy and Performance for Edge-based Convolutional Neural Network Object Detectors. - George Plastiras; Christos Kyrkou; Theocharis Theocharides (ICDSC, 2019)

Informed Region Selection for Efficient UAV-based Object Detectors: Altitude-aware Vehicle Detection with CyCAR Dataset. - Alexandros Kouris; Christos Kyrkou; Christos-Savvas Bouganis (IROS, 2019)

Deep Learning for Edge Computing: Current Trends, Cross-Layer Optimizations, and Open Research Challenges. - Alberto Marchisio; Muhammad Abdullah Hanif; Faiq Khalid; George Plastiras; Christos Kyrkou; Theocharis Theocharides; Muhammad Shafique 001 (ISVLSI, 2019)

Efficient Embedded Deep Neural-Network-based Object Detection Via Joint Quantization and Tiling. - George Plastiras; Shahid Siddiqui; Christos Kyrkou; Theocharis Theocharides (AICAS, 2020)

Operation and Topology Aware Fast Differentiable Architecture Search. - Shahid Siddiqui; Christos Kyrkou; Theocharis Theocharides (ICPR, 2020)

Imitation-Based Active Camera Control with Deep Convolutional Neural Network. - Christos Kyrkou (IPAS, 2020)

Towards Artificial-Intelligence-Based Cybersecurity for Robustifying Automated Driving Systems Against Camera Sensor Attacks. - Christos Kyrkou; Andreas Papachristodoulou; Andreas Kloukiniotis; Andreas Papandreou; Aris S. Lalos; Konstantinos Moustakas; Theocharis Theocharides (ISVLSI, 2020)

Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead. - Muhammad Shafique 001; Mahum Naseer; Theocharis Theocharides; Christos Kyrkou; Onur Mutlu; Lois Orosa 001; Jungwook Choi (IEEE Des. Test, 2020)

A novel FPGA-based test-bench framework for SDI stream verification. - Giuseppe Conti; Christos Kyrkou; Theocharis Theocharides; Gustavo Hernández-Peñaloza; David Jiménez (EURASIP J. Image Video Process., 2020)

Correction to: A novel FPGA-based test-bench framework for SDI stream verification. - Giuseppe Conti; Christos Kyrkou; Theocharis Theocharides; Gustavo Hernández-Peñaloza; David Jiménez (EURASIP J. Image Video Process., 2020)

YOLOpeds: efficient real-time single-shot pedestrian detection for smart camera applications. - Christos Kyrkou (IET Comput. Vis., 2020)

EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion. - Christos Kyrkou; Theocharis Theocharides (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

DriveGuard: Robustification of Automated Driving Systems with Deep Spatio-Temporal Convolutional Autoencoder. - Andreas Papachristodoulou; Christos Kyrkou; Theocharis Theocharides (WACV (Workshops), 2021)

Fast and Accurate Quantized Camera Scene Detection on Smartphones, Mobile AI 2021 Challenge: Report. - Andrey Ignatov; Grigory Malivenko; Radu Timofte; Sheng Chen; Xin Xia 014; Zhaoyan Liu; Yuwei Zhang; Feng Zhu; Jiashi Li; Xuefeng Xiao 001; Yuan Tian; Xinglong Wu; et al. (CoRR, 2021)

C^3Net: End-to-End deep learning for efficient real-time visual active camera control. - Christos Kyrkou (CoRR, 2021)

C3Net: end-to-end deep learning for efficient real-time visual active camera control. - Christos Kyrkou (J. Real Time Image Process., 2021)

A Comprehensive Solution for Securing Connected and Autonomous Vehicles. - 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; et al. (DATE, 2022)

AirCamRTM: Enhancing Vehicle Detection for Efficient Aerial Camera-based Road Traffic Monitoring. - Rafael Makrigiorgis; Nicolas Hadjittoouli; Christos Kyrkou; Theocharis Theocharides (WACV, 2022)

A Benchmark and Investigation of Deep-Learning-Based Techniques for Detecting Natural Disasters in Aerial Images. - Demetris Shianios; Christos Kyrkou; Panayiotis S. Kolios (CAIP (2), 2023)

True Rank Guided Efficient Neural Architecture Search for End to End Low-Complexity Network Discovery. - Shahid Siddiqui; Christos Kyrkou; Theocharis Theocharides (CAIP (1), 2023)

Introducing Convolutional Channel-wise Goodness in Forward-Forward Learning. - Andreas Papachristodoulou; Christos Kyrkou; Stelios Timotheou; Theocharis Theocharides (ESANN, 2023)

Machine Learning for Emergency Management: A Survey and Future Outlook. - Christos Kyrkou; Panayiotis Kolios; Theocharis Theocharides; Marios M. Polycarpou (Proc. IEEE, 2023)

Convolutional Channel-Wise Competitive Learning for the Forward-Forward Algorithm. - Andreas Papachristodoulou; Christos Kyrkou; Stelios Timotheou; Theocharis Theocharides (AAAI, 2024)

Closing the Sim-to-Real Gap: Enhancing Autonomous Precision Landing of UAVs with Detection-Informed Deep Reinforcement Learning. - Charalambos Soteriou; Christos Kyrkou; Panayiotis S. Kolios (DeLTA (1), 2024)

DiRecNetV2: A Transformer-Enhanced Network for Aerial Disaster Recognition. - Demetris Shianios; Panayiotis S. Kolios; Christos Kyrkou (SN Comput. Sci., 2024)

Spatiotemporal Object Detection for Improved Aerial Vehicle Detection in Traffic Monitoring. - Kristina Telegraph; Christos Kyrkou (IEEE Trans. Artif. Intell., 2024)

A Lightweight and Efficient Convolutional Neural Network for Crowd Counting. - Marios Constantinou; Panayiotis Kolios; Christos Kyrkou (IPAS, 2025)

MultiFire20K: A semi-supervised enhanced large-scale UAV-based benchmark for advancing multi-task learning in fire monitoring. - Demetris Shianios; Panayiotis Kolios; Christos Kyrkou (Comput. Vis. Image Underst., 2025)

Efficient Global Neural Architecture Search. - Shahid Siddiqui; Christos Kyrkou; Theocharis Theocharides (SN Comput. Sci., 2025)

Toward Efficient Convolutional Neural Networks With Structured Ternary Patterns. - Christos Kyrkou (IEEE Trans. Neural Networks Learn. Syst., 2025)