EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion
Kyrkou, Christos, Theocharides, Theocharis
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2020)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2020)
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Journal Article
Deep Learning for Edge Computing: Current Trends, Cross-Layer Optimizations, and Open Research Challenges
Marchisio, Alberto, Hanif, Muhammad Abdullah, Khalid, Faiq, Plastiras, George, Kyrkou, Christos, Theocharides, Theocharis, Shafique, Muhammad
Published in 2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI) (01.07.2019)
Published in 2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI) (01.07.2019)
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Conference Proceeding
Spatiotemporal Object Detection for Improved Aerial Vehicle Detection in Traffic Monitoring
Telegraph, Kristina, Kyrkou, Christos
Published in IEEE transactions on artificial intelligence (04.09.2024)
Published in IEEE transactions on artificial intelligence (04.09.2024)
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Journal Article
Machine Learning for Emergency Management: A Survey and Future Outlook
Kyrkou, Christos, Kolios, Panayiotis, Theocharides, Theocharis, Polycarpou, Marios
Published in Proceedings of the IEEE (01.01.2023)
Published in Proceedings of the IEEE (01.01.2023)
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Journal Article
DroNet: Efficient convolutional neural network detector for real-time UAV applications
Kyrkou, Christos, Plastiras, George, Theocharides, Theocharis, Venieris, Stylianos I., Bouganis, Christos-Savvas
Published in 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.03.2018)
Published in 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.03.2018)
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Conference Proceeding
Drones: Augmenting Our Quality of Life
Kyrkou, Christos, Timotheou, Stelios, Kolios, Panayiotis, Theocharides, Theocharis, Panayiotou, Christos
Published in IEEE potentials (01.01.2019)
Published in IEEE potentials (01.01.2019)
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Journal Article
DiRecNetV2: A Transformer-Enhanced Network for Aerial Disaster Recognition
Shianios, Demetris, Kolios, Panayiotis S., Kyrkou, Christos
Published in SN computer science (08.08.2024)
Published in SN computer science (08.08.2024)
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Journal Article
Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles
Kyrkou, Christos, Theocharides, Theocharis
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2019)
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2019)
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Conference Proceeding
AirCamRTM: Enhancing Vehicle Detection for Efficient Aerial Camera-based Road Traffic Monitoring
Makrigiorgis, Rafael, Hadjittoouli, Nicolas, Kyrkou, Christos, Theocharides, Theocharis
Published in 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2022)
Published in 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2022)
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Conference Proceeding
Informed Region Selection for Efficient UAV-based Object Detectors: Altitude-aware Vehicle Detection with CyCAR Dataset
Kouris, Alexandros, Kyrkou, Christos, Bouganis, Christos-Savvas
Published in 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01.11.2019)
Published in 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01.11.2019)
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Conference Proceeding
Operation and Topology Aware Fast Differentiable Architecture Search
Siddiqui, Shahid, Kyrkou, Christos, Theocharides, Theocharis
Published in 2020 25th International Conference on Pattern Recognition (ICPR) (10.01.2021)
Published in 2020 25th International Conference on Pattern Recognition (ICPR) (10.01.2021)
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Conference Proceeding