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Christos Kyrkou
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2020 – today
- 2024
- [j19]Demetris Shianios
, Panayiotis S. Kolios
DiRecNetV2: A Transformer-Enhanced Network for Aerial Disaster Recognition. SN Comput. Sci. 5(6): 770 (2024) - [c35]Andreas Papachristodoulou, Christos Kyrkou, Stelios Timotheou, Theocharis Theocharides:
Convolutional Channel-Wise Competitive Learning for the Forward-Forward Algorithm. AAAI 2024: 14536-14544 - [i15]Christos Kyrkou:
Toward Efficient Convolutional Neural Networks With Structured Ternary Patterns. CoRR abs/2407.14831 (2024) - [i14]Kristina Telegraph, Christos Kyrkou:
Spatiotemporal Object Detection for Improved Aerial Vehicle Detection in Traffic Monitoring. CoRR abs/2410.13616 (2024) - [i13]Demetris Shianios, Panayiotis Kolios, Christos Kyrkou:
DiRecNetV2: A Transformer-Enhanced Network for Aerial Disaster Recognition. CoRR abs/2410.13663 (2024) - 2023
- [j18]Christos Kyrkou
Machine Learning for Emergency Management: A Survey and Future Outlook. Proc. IEEE 111(1): 19-41 (2023) - [c34]Shahid Siddiqui
True Rank Guided Efficient Neural Architecture Search for End to End Low-Complexity Network Discovery. CAIP (1) 2023: 25-34 - [c33]Demetris Shianios
A Benchmark and Investigation of Deep-Learning-Based Techniques for Detecting Natural Disasters in Aerial Images. CAIP (2) 2023: 244-254 - [c32]Andreas Papachristodoulou, Christos Kyrkou, Stelios Timotheou, Theocharis Theocharides:
Introducing Convolutional Channel-wise Goodness in Forward-Forward Learning. ESANN 2023 - [e2]Nicolas Tsapatsoulis
Computer Analysis of Images and Patterns - 20th International Conference, CAIP 2023, Limassol, Cyprus, September 25-28, 2023, Proceedings, Part I. Lecture Notes in Computer Science 14184, Springer 2023, ISBN 978-3-031-44236-0 [contents] - [e1]Nicolas Tsapatsoulis
Computer Analysis of Images and Patterns - 20th International Conference, CAIP 2023, Limassol, Cyprus, September 25-28, 2023, Proceedings, Part II. Lecture Notes in Computer Science 14185, Springer 2023, ISBN 978-3-031-44239-1 [contents] - [i12]Andreas Papachristodoulou, Christos Kyrkou, Stelios Timotheou, Theocharis Theocharides:
Convolutional Channel-wise Competitive Learning for the Forward-Forward Algorithm. CoRR abs/2312.12668 (2023) - 2022
- [c31]Mohsin Kamal, Christos Kyrkou
A Comprehensive Solution for Securing Connected and Autonomous Vehicles. DATE 2022: 790-795 - [c30]Rafael Makrigiorgis, Nicolas Hadjittoouli, Christos Kyrkou
AirCamRTM: Enhancing Vehicle Detection for Efficient Aerial Camera-based Road Traffic Monitoring. WACV 2022: 3431-3440 - 2021
- [j17]Christos Kyrkou
C3Net: end-to-end deep learning for efficient real-time visual active camera control. J. Real Time Image Process. 18(4): 1421-1433 (2021) - [c29]Andreas Papachristodoulou, Christos Kyrkou
DriveGuard: Robustification of Automated Driving Systems with Deep Spatio-Temporal Convolutional Autoencoder. WACV (Workshops) 2021: 107-116 - [i11]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 abs/2101.02559 (2021) - [i10]Christos Kyrkou, Theocharis Theocharides:
EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion. CoRR abs/2104.14006 (2021) - [i9]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 abs/2105.08819 (2021) - [i8]Christos Kyrkou:
C^3Net: End-to-End deep learning for efficient real-time visual active camera control. CoRR abs/2107.13233 (2021) - [i7]Andreas Papachristodoulou, Christos Kyrkou, Theocharis Theocharides:
DriveGuard: Robustification of Automated Driving Systems with Deep Spatio-Temporal Convolutional Autoencoder. CoRR abs/2111.03480 (2021) - 2020
- [j16]Muhammad Shafique
Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead. IEEE Des. Test 37(2): 30-57 (2020) - [j15]Giuseppe Conti
A novel FPGA-based test-bench framework for SDI stream verification. EURASIP J. Image Video Process. 2020(1): 31 (2020) - [j14]Giuseppe Conti
Correction to: A novel FPGA-based test-bench framework for SDI stream verification. EURASIP J. Image Video Process. 2020(1): 45 (2020) - [j13]Christos Kyrkou
YOLOpeds: efficient real-time single-shot pedestrian detection for smart camera applications. IET Comput. Vis. 14(7): 417-425 (2020) - [j12]Christos Kyrkou
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: 1687-1699 (2020) - [c28]George Plastiras, Shahid Siddiqui, Christos Kyrkou
Efficient Embedded Deep Neural-Network-based Object Detection Via Joint Quantization and Tiling. AICAS 2020: 6-10 - [c27]Shahid Siddiqui, Christos Kyrkou
Operation and Topology Aware Fast Differentiable Architecture Search. ICPR 2020: 9666-9673 - [c26]Christos Kyrkou
Imitation-Based Active Camera Control with Deep Convolutional Neural Network. IPAS 2020: 168-173 - [c25]Christos Kyrkou
Towards Artificial-Intelligence-Based Cybersecurity for Robustifying Automated Driving Systems Against Camera Sensor Attacks. ISVLSI 2020: 476-481 - [i6]Christos Kyrkou:
YOLOpeds: Efficient Real-Time Single-Shot Pedestrian Detection for Smart Camera Applications. CoRR abs/2007.13404 (2020) - [i5]Christos Kyrkou:
Imitation-Based Active Camera Control with Deep Convolutional Neural Network. CoRR abs/2012.06428 (2020)
2010 – 2019
- 2019
- [c24]Christos Kyrkou
Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles. CVPR Workshops 2019: 517-525 - [c23]George Plastiras, Christos Kyrkou
EdgeNet: Balancing Accuracy and Performance for Edge-based Convolutional Neural Network Object Detectors. ICDSC 2019: 8:1-8:6 - [c22]Alexandros Kouris, Christos Kyrkou
Informed Region Selection for Efficient UAV-based Object Detectors: Altitude-aware Vehicle Detection with CyCAR Dataset. IROS 2019: 51-58 - [c21]Alberto Marchisio
Deep Learning for Edge Computing: Current Trends, Cross-Layer Optimizations, and Open Research Challenges. ISVLSI 2019: 553-559 - [i4]Christos Kyrkou, Theocharis Theocharides:
Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles. CoRR abs/1906.08716 (2019) - [i3]George Plastiras, Christos Kyrkou, Theocharis Theocharides:
Efficient ConvNet-based Object Detection for Unmanned Aerial Vehicles by Selective Tile Processing. CoRR abs/1911.06073 (2019) - [i2]George Plastiras, Christos Kyrkou, Theocharis Theocharides:
EdgeNet: Balancing Accuracy and Performance for Edge-based Convolutional Neural Network Object Detectors. CoRR abs/1911.06091 (2019) - 2018
- [j11]Christos Kyrkou
Boosting the Hardware-Efficiency of Cascade Support Vector Machines for Embedded Classification Applications. Int. J. Parallel Program. 46(6): 1220-1246 (2018) - [j10]Christos Kyrkou
Optimizing the Detection Performance of Smart Camera Networks Through a Probabilistic Image-Based Model. IEEE Trans. Circuits Syst. Video Technol. 28(5): 1197-1211 (2018) - [c20]George Plastiras, Maria Terzi, Christos Kyrkou
Edge Intelligence: Challenges and Opportunities of Near-Sensor Machine Learning Applications. ASAP 2018: 1-7 - [c19]Christos Kyrkou
DroNet: Efficient convolutional neural network detector for real-time UAV applications. DATE 2018: 967-972 - [c18]Christos Kyrkou
Optimized vision-directed deployment of UAVs for rapid traffic monitoring. ICCE 2018: 1-6 - [c17]George Plastiras, Christos Kyrkou
Efficient ConvNet-based Object Detection for Unmanned Aerial Vehicles by Selective Tile Processing. ICDSC 2018: 3:1-3:6 - [i1]Christos Kyrkou, George Plastiras, Stylianos I. Venieris, Theocharis Theocharides, Christos-Savvas Bouganis:
DroNet: Efficient convolutional neural network detector for real-time UAV applications. CoRR abs/1807.06789 (2018) - 2017
- [c16]Christos Kyrkou
Optimizing Multi-Target Detection in Stochastic Environments with Active Smart Camera Networks. ICDSC 2017: 63-68 - 2016
- [j9]Christos Kyrkou
Adaptive Energy-Oriented Multitask Allocation in Smart Camera Networks. IEEE Embed. Syst. Lett. 8(2): 37-40 (2016) - [j8]Christos Kyrkou
Accelerating object detection via a visual-feature-directed search cascade: algorithm and field programmable gate array implementation. J. Electronic Imaging 25(4): 041013 (2016) - [j7]Christos Ttofis, Christos Kyrkou
A Low-Cost Real-Time Embedded Stereo Vision System for Accurate Disparity Estimation Based on Guided Image Filtering. IEEE Trans. Computers 65(9): 2678-2693 (2016) - [j6]Christos Kyrkou
Embedded Hardware-Efficient Real-Time Classification With Cascade Support Vector Machines. IEEE Trans. Neural Networks Learn. Syst. 27(1): 99-112 (2016) - [c15]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: 830-833 - [c14]Christos Kyrkou
Towards Improving the Detection Performance in Collaborative Visual Sensor Networks. ICDSC 2016: 8-13 - 2015
- [j5]Christos Ttofis, Christos Kyrkou
A Hardware-Efficient Architecture for Accurate Real-Time Disparity Map Estimation. ACM Trans. Embed. Comput. Syst. 14(2): 36:1-36:26 (2015) - [c13]Christos Laoudias
Fault-tolerant tracking of multiple targets in collaborative Camera Networks. ECC 2015: 3191-3196 - [c12]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: 262 - [c11]Ioannis Chadjiminas, Christos Kyrkou
In-field vulnerability analysis of hardware-accelerated computer vision applications. FPL 2015: 1-4 - [c10]Christos Laoudias
Cooperative fault-tolerant target tracking in Camera Sensor Networks. ICC 2015: 6634-6639 - [c9]Christos Kyrkou
A camera uncertainty model for collaborative visual sensor network applications. ICDSC 2015: 86-91 - [c8]Christos Kyrkou
Distributed adaptive task allocation for energy conservation in camera sensor networks. ICDSC 2015: 92-97 - [c7]Christos Kyrkou
Accelerating FPGA-based object detection via a visual information extraction cascade. ICDSC 2015: 140-145 - 2013
- [j4]Christos Kyrkou
A hardware architecture for real-time object detection using depth and edge information. ACM Trans. Embed. Comput. Syst. 13(3): 54:1-54:19 (2013) - [c6]Christos Kyrkou, Christos-Savvas Bouganis, Theocharis Theocharides:
FPGA-based acceleration of cascaded support vector machines for embedded applications (abstract only). FPGA 2013: 267 - [c5]Christos Kyrkou
A hardware-efficient architecture for embedded real-time cascaded support vector machines classification. ACM Great Lakes Symposium on VLSI 2013: 341-342 - [c4]Christos Kyrkou
An embedded hardware-efficient architecture for real-time cascade Support Vector Machine classification. ICSAMOS 2013: 129-136 - 2012
- [j3]Christos Kyrkou
A Parallel Hardware Architecture for Real-Time Object Detection with Support Vector Machines. IEEE Trans. Computers 61(6): 831-842 (2012) - 2011
- [j2]Christos Kyrkou
A Flexible Parallel Hardware Architecture for AdaBoost-Based Real-Time Object Detection. IEEE Trans. Very Large Scale Integr. Syst. 19(6): 1034-1047 (2011) - [c3]Christos Kyrkou, Christos Ttofis, Theocharis Theocharides:
Depth-directed hardware object detection. DATE 2011: 1442-1447 - [c2]Christos Kyrkou
FPGA-Accelerated Object Detection Using Edge Information. FPL 2011: 167-170
2000 – 2009
- 2009
- [j1]Christos Kyrkou
SCoPE: Towards a Systolic Array for SVM Object Detection. IEEE Embed. Syst. Lett. 1(2): 46-49 (2009) - [c1]Christos Ttofis, Christos Kyrkou
FPGA-based NoC-driven sequence of lab assignments for manycore systems. MSE 2009: 5-8
Coauthor Index
Christoforos Panayiotou
aka: Christos G. Panayiotou
aka: Christos G. Panayiotou
[c35] [j18] [c34] [c32] [i12] [c31] [c30] [c29] [i11] [i10] [i7] [j16] [j15] [j14] [j12] [c28] [c27] [c25] [c24] [c23] [c21] [i4] [i3] [i2] [j11] [j10] [c20] [c19] [c18] [c17] [i1] [c16] [j9] [j8] [j7] [j6] [c15] [c14] [j5] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [j4] [c6] [c5] [c4] [j3] [j2] [c3] [c2] [j1] [c1]
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