Christos Kyrkou
Orcid: 0000-0002-7926-7642
According to our database1,
Christos Kyrkou
authored at least 54 papers
between 2009 and 2024.
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Bibliography
2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Proc. IEEE, 2023
True Rank Guided Efficient Neural Architecture Search for End to End Low-Complexity Network Discovery.
Proceedings of the Computer Analysis of Images and Patterns, 2023
A Benchmark and Investigation of Deep-Learning-Based Techniques for Detecting Natural Disasters in Aerial Images.
Proceedings of the Computer Analysis of Images and Patterns, 2023
2022
AirCamRTM: Enhancing Vehicle Detection for Efficient Aerial Camera-based Road Traffic Monitoring.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022
2021
C<sup>3</sup>Net: end-to-end deep learning for efficient real-time visual active camera control.
J. Real Time Image Process., 2021
C^3Net: End-to-End deep learning for efficient real-time visual active camera control.
CoRR, 2021
Fast and Accurate Quantized Camera Scene Detection on Smartphones, Mobile AI 2021 Challenge: Report.
CoRR, 2021
DriveGuard: Robustification of Automated Driving Systems with Deep Spatio-Temporal Convolutional Autoencoder.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision Workshops, 2021
2020
EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
YOLOpeds: efficient real-time single-shot pedestrian detection for smart camera applications.
IET Comput. Vis., 2020
EURASIP J. Image Video Process., 2020
EURASIP J. Image Video Process., 2020
Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead.
IEEE Des. Test, 2020
Towards Artificial-Intelligence-Based Cybersecurity for Robustifying Automated Driving Systems Against Camera Sensor Attacks.
Proceedings of the 2020 IEEE Computer Society Annual Symposium on VLSI, 2020
Proceedings of the 4th IEEE International Conference on Image Processing, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Efficient Embedded Deep Neural-Network-based Object Detection Via Joint Quantization and Tiling.
Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020
2019
Deep Learning for Edge Computing: Current Trends, Cross-Layer Optimizations, and Open Research Challenges.
Proceedings of the 2019 IEEE Computer Society Annual Symposium on VLSI, 2019
Informed Region Selection for Efficient UAV-based Object Detectors: Altitude-aware Vehicle Detection with CyCAR Dataset.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
EdgeNet: Balancing Accuracy and Performance for Edge-based Convolutional Neural Network Object Detectors.
Proceedings of the 13th International Conference on Distributed Smart Cameras, 2019
Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
2018
Optimizing the Detection Performance of Smart Camera Networks Through a Probabilistic Image-Based Model.
IEEE Trans. Circuits Syst. Video Technol., 2018
Boosting the Hardware-Efficiency of Cascade Support Vector Machines for Embedded Classification Applications.
Int. J. Parallel Program., 2018
Efficient ConvNet-based Object Detection for Unmanned Aerial Vehicles by Selective Tile Processing.
Proceedings of the 12th International Conference on Distributed Smart Cameras, 2018
Proceedings of the IEEE International Conference on Consumer Electronics, 2018
DroNet: Efficient convolutional neural network detector for real-time UAV applications.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018
Edge Intelligence: Challenges and Opportunities of Near-Sensor Machine Learning Applications.
Proceedings of the 29th IEEE International Conference on Application-specific Systems, 2018
2017
Optimizing Multi-Target Detection in Stochastic Environments with Active Smart Camera Networks.
Proceedings of the 11th International Conference on Distributed Smart Cameras, 2017
2016
Embedded Hardware-Efficient Real-Time Classification With Cascade Support Vector Machines.
IEEE Trans. Neural Networks Learn. Syst., 2016
A Low-Cost Real-Time Embedded Stereo Vision System for Accurate Disparity Estimation Based on Guided Image Filtering.
IEEE Trans. Computers, 2016
Accelerating object detection via a visual-feature-directed search cascade: algorithm and field programmable gate array implementation.
J. Electronic Imaging, 2016
IEEE Embed. Syst. Lett., 2016
Proceedings of the 10th International Conference on Distributed Smart Camera, 2016
Emulation-based hierarchical fault-injection framework for coarse-to-fine vulnerability analysis of hardware-accelerated approximate algorithms.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016
2015
ACM Trans. Embed. Comput. Syst., 2015
Distributed adaptive task allocation for energy conservation in camera sensor networks.
Proceedings of the 9th International Conference on Distributed Smart Camera, 2015
Accelerating FPGA-based object detection via a visual information extraction cascade.
Proceedings of the 9th International Conference on Distributed Smart Camera, 2015
Proceedings of the 9th International Conference on Distributed Smart Camera, 2015
Proceedings of the 2015 IEEE International Conference on Communications, 2015
In-field vulnerability analysis of hardware-accelerated computer vision applications.
Proceedings of the 25th International Conference on Field Programmable Logic and Applications, 2015
Real-Time Obstacle Avoidance for Mobile Robots via Stereoscopic Vision Using Reconfigurable Hardware (Abstract Only).
Proceedings of the 2015 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2015
Proceedings of the 14th European Control Conference, 2015
2013
A hardware architecture for real-time object detection using depth and edge information.
ACM Trans. Embed. Comput. Syst., 2013
An embedded hardware-efficient architecture for real-time cascade Support Vector Machine classification.
Proceedings of the 2013 International Conference on Embedded Computer Systems: Architectures, 2013
A hardware-efficient architecture for embedded real-time cascaded support vector machines classification.
Proceedings of the Great Lakes Symposium on VLSI 2013 (part of ECRC), 2013
FPGA-based acceleration of cascaded support vector machines for embedded applications (abstract only).
Proceedings of the 2013 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2013
2012
A Parallel Hardware Architecture for Real-Time Object Detection with Support Vector Machines.
IEEE Trans. Computers, 2012
2011
A Flexible Parallel Hardware Architecture for AdaBoost-Based Real-Time Object Detection.
IEEE Trans. Very Large Scale Integr. Syst., 2011
Proceedings of the International Conference on Field Programmable Logic and Applications, 2011
Proceedings of the Design, Automation and Test in Europe, 2011
2009
IEEE Embed. Syst. Lett., 2009
Proceedings of the IEEE International Conference on Microelectronic Systems Education, 2009