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YOLOpeds: efficient real-time single-shot pedestrian detection for smart camera applications

IET computer vision, 2020-10, Vol.14 (7), p.417-425

Kyrkou, Christos

2020

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EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion

IEEE journal of selected topics in applied earth observations and remote sensing, 2020, Vol.13, p.1687-1699

2020

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A Low-Cost Real-Time Embedded Stereo Vision System for Accurate Disparity Estimation Based on Guided Image Filtering

IEEE transactions on computers, 2016-09, Vol.65 (9), p.2678-2693

2016

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Toward Efficient Convolutional Neural Networks With Structured Ternary Patterns

IEEE transaction on neural networks and learning systems, 2024-04, Vol.PP, p.1-8

Kyrkou, Christos

2024

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Computer Analysis of Images and Patterns: 20th International Conference, CAIP 2023, Limassol, Cyprus, September 25-28, 2023, Proceedings, Part I

1st Edition 2023, 2023

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Computer Analysis of Images and Patterns: 20th International Conference, CAIP 2023, Limassol, Cyprus, September 25-28, 2023, Proceedings, Part II

1st Edition 2023, 2023

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C3Net: end-to-end deep learning for efficient real-time visual active camera control

Journal of real-time image processing, 2021-08, Vol.18 (4), p.1421-1433

Kyrkou, Christos

2021

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A novel FPGA-based test-bench framework for SDI stream verification

EURASIP journal on image and video processing, 2020-07, Vol.2020 (1), p.1-16, Article 31

2020

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text{C}^{3}\text{Net}$$: end-to-end deep learning for efficient real-time visual active camera control

Journal of real-time image processing, 2021-08, Vol.18 (4), p.1421-1433

Kyrkou, Christos

2021

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Correction to: A novel FPGA-based test-bench framework for SDI stream verification

EURASIP journal on image and video processing, 2020-10, Vol.2020 (1), p.1-3, Article 45

2020

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Spatiotemporal Object Detection for Improved Aerial Vehicle Detection in Traffic Monitoring

IEEE transactions on artificial intelligence, 2024-09, p.1-13

2024

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Machine Learning for Emergency Management: A Survey and Future Outlook

Proceedings of the IEEE, 2023-01, Vol.111 (1), p.19-41

2023

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Deep Learning for Edge Computing: Current Trends, Cross-Layer Optimizations, and Open Research Challenges

2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2019, p.553-559

2019

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Embedded Hardware-Efficient Real-Time Classification With Cascade Support Vector Machines

IEEE transaction on neural networks and learning systems, 2016-01, Vol.27 (1), p.99-112

2016

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DroNet: Efficient convolutional neural network detector for real-time UAV applications

2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2018, p.967-972

2018

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Accelerating object detection via a visual-feature-directed search cascade: algorithm and field programmable gate array implementation

Journal of electronic imaging, 2016-07, Vol.25 (4), p.41013

2016

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Drones: Augmenting Our Quality of Life

IEEE potentials, 2019-01, Vol.38 (1), p.30-36

2019

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Efficient ConvNet-based Object Detection for Unmanned Aerial Vehicles by Selective Tile Processing

Proceedings of the 12th International Conference on Distributed Smart Cameras, 2018, p.1-6

2018

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A Parallel Hardware Architecture for Real-Time Object Detection with Support Vector Machines

IEEE transactions on computers, 2012-06, Vol.61 (6), p.831-842

2012

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A Flexible Parallel Hardware Architecture for AdaBoost-Based Real-Time Object Detection

IEEE transactions on very large scale integration (VLSI) systems, 2011-06, Vol.19 (6), p.1034-1047

2011

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Informed Region Selection for Efficient UAV-based Object Detectors: Altitude-aware Vehicle Detection with CyCAR Dataset

2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2019, p.51-58

2019

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DiRecNetV2: A Transformer-Enhanced Network for Aerial Disaster Recognition

SN computer science, 2024-08, Vol.5 (6), p.770, Article 770

2024

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Optimizing the Detection Performance of Smart Camera Networks Through a Probabilistic Image-Based Model

IEEE transactions on circuits and systems for video technology, 2018-05, Vol.28 (5), p.1197-1211

2018

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Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2019, p.517-525

2019

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AirCamRTM: Enhancing Vehicle Detection for Efficient Aerial Camera-based Road Traffic Monitoring

2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2022, p.3431-3440

2022

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YOLOpeds: efficient real-time single-shot pedestrian detection for smart camera applications

EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion

A Low-Cost Real-Time Embedded Stereo Vision System for Accurate Disparity Estimation Based on Guided Image Filtering

Toward Efficient Convolutional Neural Networks With Structured Ternary Patterns

Computer Analysis of Images and Patterns: 20th International Conference, CAIP 2023, Limassol, Cyprus, September 25-28, 2023, Proceedings, Part I

Computer Analysis of Images and Patterns: 20th International Conference, CAIP 2023, Limassol, Cyprus, September 25-28, 2023, Proceedings, Part II

C3Net: end-to-end deep learning for efficient real-time visual active camera control

A novel FPGA-based test-bench framework for SDI stream verification

text{C}^{3}\text{Net}$$: end-to-end deep learning for efficient real-time visual active camera control

Correction to: A novel FPGA-based test-bench framework for SDI stream verification

Spatiotemporal Object Detection for Improved Aerial Vehicle Detection in Traffic Monitoring

Machine Learning for Emergency Management: A Survey and Future Outlook

Deep Learning for Edge Computing: Current Trends, Cross-Layer Optimizations, and Open Research Challenges

Embedded Hardware-Efficient Real-Time Classification With Cascade Support Vector Machines

DroNet: Efficient convolutional neural network detector for real-time UAV applications

Accelerating object detection via a visual-feature-directed search cascade: algorithm and field programmable gate array implementation

Drones: Augmenting Our Quality of Life

Efficient ConvNet-based Object Detection for Unmanned Aerial Vehicles by Selective Tile Processing

A Parallel Hardware Architecture for Real-Time Object Detection with Support Vector Machines

A Flexible Parallel Hardware Architecture for AdaBoost-Based Real-Time Object Detection

Informed Region Selection for Efficient UAV-based Object Detectors: Altitude-aware Vehicle Detection with CyCAR Dataset

DiRecNetV2: A Transformer-Enhanced Network for Aerial Disaster Recognition

Optimizing the Detection Performance of Smart Camera Networks Through a Probabilistic Image-Based Model

Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles

AirCamRTM: Enhancing Vehicle Detection for Efficient Aerial Camera-based Road Traffic Monitoring

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