Christos Kyrkou

Christos Kyrkou

University of Cyprus

H-index: 20

Asia-Cyprus

About Christos Kyrkou

Christos Kyrkou, With an exceptional h-index of 20 and a recent h-index of 18 (since 2020), a distinguished researcher at University of Cyprus, specializes in the field of Efficient Deep Learning, Neural Network Architectures, Machine Learning, Computer Vision.

His recent articles reflect a diverse array of research interests and contributions to the field:

Toward Efficient Convolutional Neural Networks With Structured Ternary Patterns

Convolutional Channel-Wise Competitive Learning for the Forward-Forward Algorithm

How High can you Detect? Improved accuracy and efficiency at varying altitudes for Aerial Vehicle Detection

Efficient Deep Vision for Aerial Visual Understanding

A LiDAR-Based Method to Identify Vegetation Encroachment in Power Networks with UAVs

MELETI: A Machine-Learning-Based Embedded System Architecture for Infrastructure Inspection with UAVs

Machine Learning for Emergency Management: A Survey and Future Outlook

A Benchmark and Investigation of Deep-Learning-Based Techniques for Detecting Natural Disasters in Aerial Images

Christos Kyrkou Information

University

Position

KIOS Research and Innovation Center of Excellence

Citations(all)

1598

Citations(since 2020)

1252

Cited By

715

hIndex(all)

20

hIndex(since 2020)

18

i10Index(all)

28

i10Index(since 2020)

23

Email

University Profile Page

University of Cyprus

Google Scholar

View Google Scholar Profile

Christos Kyrkou Skills & Research Interests

Efficient Deep Learning

Neural Network Architectures

Machine Learning

Computer Vision

Top articles of Christos Kyrkou

Title

Journal

Author(s)

Publication Date

Toward Efficient Convolutional Neural Networks With Structured Ternary Patterns

IEEE Transactions on Neural Networks and Learning Systems

Christos Kyrkou

2024/4/23

Convolutional Channel-Wise Competitive Learning for the Forward-Forward Algorithm

Proceedings of the AAAI Conference on Artificial Intelligence

Andreas Papachristodoulou

Christos Kyrkou

Stelios Timotheou

Theocharis Theocharides

2024/3/24

How High can you Detect? Improved accuracy and efficiency at varying altitudes for Aerial Vehicle Detection

Rafael Makrigiorgis

Christos Kyrkou

Panayiotis Kolios

2023/6/6

Efficient Deep Vision for Aerial Visual Understanding

Rafael Makrigiorgis

Shahid Siddiqui

Christos Kyrkou

Panayiotis Kolios

Theocharis Theocharides

2023/10/7

A LiDAR-Based Method to Identify Vegetation Encroachment in Power Networks with UAVs

Antonis Savva

Manos Papageorgiou

Christos Kyrkou

Panayiotis Kolios

Theocharis Theocharides

...

2023/6/6

MELETI: A Machine-Learning-Based Embedded System Architecture for Infrastructure Inspection with UAVs

Marios Pafitis

Antonis Savva

Christos Kyrkou

Panayiotis Kolios

Theocharis Theocharides

2023/10/7

Machine Learning for Emergency Management: A Survey and Future Outlook

Christos Kyrkou

Panayiotis Kolios

Theocharis Theocharides

Marios Polycarpou

2022/12/9

A Benchmark and Investigation of Deep-Learning-Based Techniques for Detecting Natural Disasters in Aerial Images

Demetris Shianios

Christos Kyrkou

Panayiotis S Kolios

2023/9/20

True Rank Guided Efficient Neural Architecture Search for End to End Low-Complexity Network Discovery

Shahid Siddiqui

Christos Kyrkou

Theocharis Theocharides

2023/9/20

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

Nicolas Tsapatsoulis

Andreas Lanitis

Marios Pattichis

Constantinos Pattichis

Christos Kyrkou

...

2023/9/19

A comprehensive solution for securing connected and autonomous vehicles

Mohsin Kamal

Christos Kyrkou

Nikos Piperigkos

Andreas Papandreou

Andreas Kloukiniotis

...

2022/3/14

AirCamRTM: Enhancing vehicle detection for efficient aerial camera-based road traffic monitoring

Rafael Makrigiorgis

Nicolas Hadjittoouli

Christos Kyrkou

Theocharis Theocharides

2022

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

Journal of Real-Time Image Processing

Christos Kyrkou

2021/8

ICARUS: Automatic autonomous power infrastructure inspection with UAVs

Antonis Savva

Angelos Zacharia

Rafael Makrigiorgis

Antreas Anastasiou

Christos Kyrkou

...

2021/6/15

Operation and topology aware fast differentiable architecture search

Shahid Siddiqui

Christos Kyrkou

Theocharis Theocharides

2021/1/10

Fast and accurate quantized camera scene detection on smartphones, mobile ai 2021 challenge: Report

Andrey Ignatov

Grigory Malivenko

Radu Timofte

2021

DriveGuard: Robustification of automated driving systems with deep spatio-temporal convolutional autoencoder

Andreas Papachristodoulou

Christos Kyrkou

Theocharis Theocharides

2021

Towards artificial-intelligence-based cybersecurity for robustifying automated driving systems against camera sensor attacks

Christos Kyrkou

Andreas Papachristodoulou

Andreas Kloukiniotis

Andreas Papandreou

Aris Lalos

...

2020/7/6

Mini-NAS: a neural architecture search framework for small scale image classification applications

Shahid Siddiqui

Christos Kyrkou

Theocharis Theocharides

2020/12/21

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

Christos Kyrkou

Theocharis Theocharides

2020/3/30

See List of Professors in Christos Kyrkou University(University of Cyprus)

Co-Authors

H-index: 74
Marios Polycarpou

Marios Polycarpou

University of Cyprus

H-index: 52
Muhammad Shafique

Muhammad Shafique

New York University

H-index: 31
Theocharis (Theo) Theocharides

Theocharis (Theo) Theocharides

University of Cyprus

H-index: 30
Christos Bouganis

Christos Bouganis

Imperial College London

H-index: 27
Stelios Timotheou

Stelios Timotheou

University of Cyprus

H-index: 24
Christos Laoudias

Christos Laoudias

University of Cyprus

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