Christos Tachtatzis

Christos Tachtatzis

University of Strathclyde

H-index: 28

Europe-United Kingdom

About Christos Tachtatzis

Christos Tachtatzis, With an exceptional h-index of 28 and a recent h-index of 23 (since 2020), a distinguished researcher at University of Strathclyde, specializes in the field of Applied Machine Learning, Deep Learning, Computer Vision.

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

Neural knitworks: Patched neural implicit representation networks

Exploring the capability of text-to-image diffusion models with structural edge guidance for multi-spectral satellite image inpainting

A new hybridized dimensionality reduction approach using genetic algorithm and folded linear discriminant analysis applied to hyperspectral imaging for effective rice seed …

Multi-modal convolutional parameterisation network for guided image inverse problems

Artificial intelligence identification of autism using a smart tablet serious game for preschool children: results from a phase 3 diagnostic trial of 779 children in Sweden and …

Moving in autism: toward improved autistic wellbeing through motion analysis

Use of existing precision livestock farming tools to identify positive welfare in dairy cattle

LoRaWAN‐implemented node localisation based on received signal strength indicator

Christos Tachtatzis Information

University

Position

___

Citations(all)

3465

Citations(since 2020)

2838

Cited By

1548

hIndex(all)

28

hIndex(since 2020)

23

i10Index(all)

63

i10Index(since 2020)

53

Email

University Profile Page

University of Strathclyde

Google Scholar

View Google Scholar Profile

Christos Tachtatzis Skills & Research Interests

Applied Machine Learning

Deep Learning

Computer Vision

Top articles of Christos Tachtatzis

Title

Journal

Author(s)

Publication Date

Neural knitworks: Patched neural implicit representation networks

Pattern Recognition

Mikolaj Czerkawski

Javier Cardona

Robert Atkinson

Craig Michie

Ivan Andonovic

...

2024/3/4

Exploring the capability of text-to-image diffusion models with structural edge guidance for multi-spectral satellite image inpainting

IEEE Geoscience and Remote Sensing Letters

Mikolaj Czerkawski

Christos Tachtatzis

2024/2/26

A new hybridized dimensionality reduction approach using genetic algorithm and folded linear discriminant analysis applied to hyperspectral imaging for effective rice seed …

IEEE Transactions on AgriFood Electronics

Samson Damilola Fabiyi

Paul Murray

Jaime Zabalza

Christos Tachtatzis

Hai Vu

...

2024/3/21

Multi-modal convolutional parameterisation network for guided image inverse problems

Journal of Imaging

Mikolaj Czerkawski

Priti Upadhyay

Christopher Davison

Robert Atkinson

Craig Michie

...

2024/3/12

Artificial intelligence identification of autism using a smart tablet serious game for preschool children: results from a phase 3 diagnostic trial of 779 children in Sweden and …

International Society for Autism Research (INSAR) 2023 Annual Meeting

Jonathan Delafield-Butt

Szu-Ching Lu

Krzystof Sobota

Robin Young

Lucy Thompson

...

2023/5/5

Moving in autism: toward improved autistic wellbeing through motion analysis

Scottish Autism Research Group (SARG) Conference 2023: Autistic Wellbeing

Szu-Ching Lu

Philip Rowe

Christos Tachtatzis

Ivan Andonovic

Jonathan Delafield-Butt

2023/8/22

Use of existing precision livestock farming tools to identify positive welfare in dairy cattle

Animal-science proceedings

HJ Ferguson

C Davison

M Haskell

RJ Dewhurst

Craig Michie

...

2023/4/30

LoRaWAN‐implemented node localisation based on received signal strength indicator

IET Wireless Sensor Systems

Ibrahim Aqeel

Ephraim Iorkyase

Hussein Zangoti

Christos Tachtatzis

Robert Atkinson

...

2023/8

Modelling of networked measuring systems--from white-box models to data based approaches

arXiv preprint arXiv:2312.13744

Klaus-Dieter Sommer

Peter Harris

Sascha Eichstädt

Roland Füssl

Tanja Dorst

...

2023/12/21

Detecting cloud presence in satellite images using the RGB-based CLIP vision-language model

Mikolaj Czerkawski

Robert Atkinson

Christos Tachtatzis

2023/7/16

Leveraging siamese networks for one-shot intrusion detection model

Journal of Intelligent Information Systems

Hanan Hindy

Christos Tachtatzis

Robert Atkinson

David Brosset

Miroslav Bures

...

2023/4

PCA-enhanced methodology for the identification of partial discharge locations

Energies

Ephraim Tersoo Iorkyase

Christos Tachtatzis

Robert Atkinson

2023/9/11

Specialized path-based technique to test Internet of Things system functionality under limited network connectivity

Internet of Things

Matej Klima

Miroslav Bures

Bestoun S Ahmed

Xavier Bellekens

Robert Atkinson

...

2023/7/1

Data-driven approaches for the classification of crystallisation from in-line images

Parandeep Sandhu

Christos Tachtatzis

Christopher Boyle

Javier Cardona

2023/9/5

Feed conversion ratio (FCR) and performance group estimation based on predicted feed intake for the optimisation of beef production

Sensors

Chris Davison

Craig Michie

Christos Tachtatzis

Ivan Andonovic

Jenna Bowen

...

2023/5/10

SatelliteCloudGenerator: controllable cloud and shadow synthesis for multi-spectral optical satellite images

Remote Sensing

Mikolaj Czerkawski

Robert Atkinson

Craig Michie

Christos Tachtatzis

2023/8/23

Verifying a sense of agency with a real-time movement sonification system for stroke survivors with hemiparesis

Tom Nown

Andy Kerr

Ivan Andonovic

Madeleine Grealy

Christos Tachtatzis

2022/11/9

A flexible multi-temporal and multi-modal framework for Sentinel-1 and Sentinel-2 analysis ready data

Remote Sensing

Priti Upadhyay

Mikolaj Czerkawski

Christopher Davison

Javier Cardona

Malcolm Macdonald

...

2022/2/24

Creating a real-time movement sonification system as an upper-limb rehabilitation intervention for stroke survivors

TH Nown

A Kerr

I Andonovic

M Grealy

C Tachtatzis

2022/9/9

A novel micro-doppler coherence loss for deep learning radar applications

Mikolaj Czerkawski

Christos Ilioudis

Carmine Clemente

Craig Michie

Ivan Andonovic

...

2022/4/5

See List of Professors in Christos Tachtatzis University(University of Strathclyde)

Co-Authors

H-index: 39
Jan Sefcik

Jan Sefcik

University of Strathclyde

H-index: 27
Robert Caddell Atkinson

Robert Caddell Atkinson

University of Strathclyde

H-index: 26
Professor P I Lazaridis

Professor P I Lazaridis

University of Huddersfield

H-index: 23
Bruce Stephen

Bruce Stephen

University of Strathclyde

H-index: 20
Hai Vu

Hai Vu

Hanoi University of Science and Technology

H-index: 19
Hock Guan Goh

Hock Guan Goh

Universiti Tunku Abdul Rahman

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