Research output per year
Research output per year
- 1 - 50 out of 156 results
Search results
-
2025
A CTGAN-based approach for synthetic data generation of low-voltage distribution networks
Li, M., Chiu, W.-Y., Stephen, B., Tachtatzis, C. & Hua, W., 30 Jan 2025, (Accepted/In press) 2025 IEEE Power & Energy Society General Meeting (PESGM). Piscataway, NJ: IEEE, (IEEE General Meeting Power& Energy Society).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book
-
A multi-level analysis of motor and behavioural dynamics in 9-month-old preterm and term-born infants during changing emotional and interactive contexts
Chua, Y. W., Jiménez-Sánchez, L., Ledsham, V., O’Carroll, S., Cox, R. F. A., Andonovic, I., Tachtatzis, C., Boardman, J. P., Fletcher-Watson, S., Rowe, P. & Delafield-Butt, J., 6 Jan 2025, In: Scientific Reports. 15, 1, 952.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)1 Downloads (Pure) -
2024
A novel online position estimation method and movement sonification system: the Soniccup
Nown, T. H., Grealy, M. A., Andonovic, I., Kerr, A. & Tachtatzis, C., 28 Sept 2024, In: Sensors. 24, 19, 21 p., 6279.Research output: Contribution to journal › Article › peer-review
Open AccessFile6 Downloads (Pure) -
Augmenting cattle tracking efficiency through monocular depth estimation
Dickson, L. T., Davison, C., Michie, C., McRobert, E., Atkinson, R., Andonovic, I., Ferguson, H., Dewhurst, R., Briddock , R., Brooking, M., Pavlovic, D., Marko, O., Crnojevic, V. & Tachtatzis, C., 28 Sept 2024. 5 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile72 Downloads (Pure) -
Neural knitworks: patched neural implicit representation networks
Czerkawski, M., Cardona, J., Atkinson, R., Michie, C., Andonovic, I., Clemente, C. & Tachtatzis, C., 31 Jul 2024, In: Pattern Recognition. 151, 9 p., 110378.Research output: Contribution to journal › Article › peer-review
Open AccessFile44 Downloads (Pure) -
Multi-label classification of crystallisation outcomes from in-situ imaging
Sandhu, P., Boyle, C., Tachtatzis, C. & Cardona, J., 3 Jul 2024. 1 p.Research output: Contribution to conference › Poster › peer-review
Open AccessFile8 Downloads (Pure) -
On input formats for radar Micro-Doppler signature processing by convolutional neural networks
Czerkawski, M., Clemente, C., Michie, C. & Tachtatzis, C., 13 May 2024, In: IET Conference Proceedings. 2022, 17, p. 383-388 6 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Multi-modal convolutional parameterisation network for guided image inverse problems
Czerkawski, M., Upadhyay, P., Davison, C., Atkinson, R., Michie, C., Andonovic, I., Macdonald, M., Cardona, J. & Tachtatzis, C., 12 Mar 2024, In: Journal of Imaging. 10, 3, 23 p., 69.Research output: Contribution to journal › Article › peer-review
Open AccessFile39 Downloads (Pure) -
A new hybridized dimensionality reduction approach using genetic algorithm and folded linear discriminant analysis applied to hyperspectral imaging for effective rice seed classification
Fabiyi, S. D., Murray, P., Zabalza, J., Tachtatzis, C., Vu, H. & Dao, T. K., Mar 2024, In: IEEE Transactions on AgriFood Electronics. 2, 1, p. 151-164 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile33 Downloads (Pure) -
Exploring the capability of text-to-image diffusion models with structural edge guidance for multi-spectral satellite image inpainting
Czerkawski, M. & Tachtatzis, C., 26 Feb 2024, (E-pub ahead of print) In: IEEE Geoscience and Remote Sensing Letters. 21, 5 p., 5001905.Research output: Contribution to journal › Letter › peer-review
Open AccessFile2 Citations (Scopus)42 Downloads (Pure) -
2023
Modelling of networked measuring systems -- from white-box models to data based approaches
Sommer, K.-D., Harris, P., Eichstädt, S., Füssl, R., Dorst, T., Schütze, A., Heizmann, M., Schiering, N., Maier, A., Luo, Y., Tachtatzis, C., Andonovic, I. & Gourlay, G., 21 Dec 2023, Ithaca, NY, p. 1-39, 39 p.Research output: Working paper › Working Paper/Preprint
Open AccessFile24 Downloads (Pure) -
PCA-enhanced methodology for the identification of partial discharge locations
Iorkyase, E. T., Tachtatzis, C. & Atkinson, R., 11 Sept 2023, In: Energies. 16, 18, 16 p., 6532.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)50 Downloads (Pure) -
Data-driven approaches for the classification of crystallisation from in-line images
Sandhu, P., Tachtatzis, C., Boyle, C. & Cardona, J., 5 Sept 2023. 1 p.Research output: Contribution to conference › Poster
Open AccessFile25 Downloads (Pure) -
SatelliteCloudGenerator: controllable cloud and shadow synthesis for multi-spectral optical satellite images
Czerkawski, M., Atkinson, R., Michie, C. & Tachtatzis, C., 23 Aug 2023, In: Remote Sensing. 15, 17, 23 p., 4138.Research output: Contribution to journal › Article › peer-review
Open AccessFile7 Citations (Scopus)34 Downloads (Pure) -
Moving in autism: toward improved autistic wellbeing through motion analysis
Lu, S.-C., Rowe, P., Tachtatzis, C., Andonovic, I. & Delafield-Butt, J., 22 Aug 2023. 1 p.Research output: Contribution to conference › Poster › peer-review
Open AccessFile111 Downloads (Pure) -
Detecting cloud presence in satellite images using the RGB-based CLIP vision-language model
Czerkawski, M., Atkinson, R. & Tachtatzis, C., 21 Jul 2023. 3 p.Research output: Contribution to conference › Abstract › peer-review
Open AccessFile75 Downloads (Pure) -
Data-driven approaches for the classification of crystallisation outcomes from in-line images
Sandhu, P., Tachtatzis, C., Boyle, C. & Cardona, J., 17 Jul 2023. 1 p.Research output: Contribution to conference › Poster
Open AccessFile29 Downloads (Pure) -
Specialized path-based technique to test Internet of Things system functionality under limited network connectivity
Klima, M., Bureš, M., Ahmed, B. S., Bellekens, X., Atkinson, R., Tachtatzis, C. & Herout, P., 1 Jul 2023, In: Internet of Things. 22, 27 p., 100706.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)32 Downloads (Pure) -
A system for taking and analysing air samples
Gardner, B. (Inventor), Carlin, S. (Inventor), Cardona, J. (Inventor), Tachtatzis, C. (Inventor), Kane, D. (Inventor), Magennis, B. (Inventor) & O'Donoghue, R. (Inventor), 19 May 2023, Patent No. WO2023084218A1, 10 Nov 2022Research output: Patent
Open Access -
Feed conversion ratio (FCR) and performance group estimation based on predicted feed intake for the optimisation of beef production
Davison, C., Michie, C., Tachtatzis, C., Andonovic, I., Bowen, J. & Duthie, C.-A., 10 May 2023, In: Sensors. 23, 10, 12 p., 4621.Research output: Contribution to journal › Article › peer-review
Open AccessFile7 Citations (Scopus)211 Downloads (Pure) -
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 the United Kingdom
Delafield-Butt, J., Lu, S.-C., Sobota, K., Young, R., Thompson, L., Thorsson, M., Tachtatzis, C., Andonovic, I., Rowe, P., Wilson, P., Minnis, H., McConnachie, A. & Gillberg, C., 5 May 2023.Research output: Contribution to conference › Poster › peer-review
Open AccessFile147 Downloads (Pure) -
Use of existing precision livestock farming tools to identify positive welfare in dairy cattle
Ferguson, H. J., Davison, C., Haskell, M., Dewhurst, R. J., Michie, C., Andonovic, I., Tachtatzis, C., Stamper, A., Brooking, M., Truelove, L. & Shewbridge Carter, L., 30 Apr 2023, In: Animal - science proceedings. 14, 2, p. 315-315 1 p.Research output: Contribution to journal › Conference abstract › peer-review
-
2022
Correction: Czerkawski et al. Deep internal learning for inpainting of cloud-affected regions in satellite umagery. Remote Sens. 2022, 14, 1342
Czerkawski, M., Upadhyay, P., Davison, C., Werkmeister, A., Cardona, J., Atkinson, R., Michie, C., Andonovic, I., Macdonald, M. & Tachtatzis, C., 14 Dec 2022, (E-pub ahead of print) In: Remote Sensing. 14, 24, 4 p., 6324.Research output: Contribution to journal › Comment/debate › peer-review
Open AccessFile21 Downloads (Pure) -
Verifying a sense of agency with a real-time movement sonification system for stroke survivors with hemiparesis
Nown, T., Kerr, A., Andonovic, I., Grealy, M. & Tachtatzis, C., 9 Nov 2022.Research output: Contribution to conference › Poster
-
Leveraging Siamese networks for one-shot intrusion detection model
Hindy, H., Tachtatzis, C., Atkinson, R., Brosset, D., Bures, M., Andonovic, I., Michie, C. & Bellekens, X., 5 Nov 2022, In: Journal of Intelligent Information Systems. 60, 2, p. 407-436 30 p.Research output: Contribution to journal › Special issue › peer-review
Open AccessFile14 Citations (Scopus)51 Downloads (Pure) -
On input formats for radar Micro-Doppler signature processing by convolutional neural networks
Czerkawski, M., Clemente, C., Michie, C. & Tachtatzis, C., 27 Oct 2022, p. 1-6. 6 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile78 Downloads (Pure) -
Unravelling anomalous mass transport in miscible liquids
McKechnie, D., Moreno, I., Tachtatzis, C., Nordon, A., Lue, L. & Cardona, J., 21 Sept 2022, p. 75 [B.02]. 1 p.Research output: Contribution to conference › Poster › peer-review
Open AccessFile35 Downloads (Pure) -
Deep Learning methods for solid loading prediction from in-line Chord Length Distributions (CLDs)
Moreno, I., Boyle, C., Ferreira, C., Chen, Y.-C., Brown, C., Tachtatzis, C., Andonovic, I., Sefcik, J. & Cardona, J., 16 Sept 2022. 1 p.Research output: Contribution to conference › Poster › peer-review
Open AccessFile67 Downloads (Pure) -
LoRaWAN-implemented node localisation in a sandstorm environment based on received signal strength indicator
Aqeel, I., Iorkyase, E., Zangoti, H., Tachtatzis, C., Atkinson, R. & Andonovic, I., 15 Sept 2022, (E-pub ahead of print) In: IET Wireless Sensor Systems. 13, 4, p. 117-132 16 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile10 Citations (Scopus)39 Downloads (Pure) -
Robustness of deep neural networks for micro-Doppler radar classification
Czerkawski, M., Clemente, C., Michie, C., Andonovic, I. & Tachtatzis, C., 14 Sept 2022, 2022 23rd International Radar Symposium (IRS). Piscataway, N.J.: IEEE, p. 1-6 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book
Open AccessFile59 Downloads (Pure) -
Chapter 3: Herdsman+: artificial intelligence enabled systems and services for livestock farming: Herdsman+ artificial intelligence enabled systems and services for livestock farming
Michie, C., Andonovic, I., Tachtatzis, C., Davison, C. & Hamilton, A., 12 Sept 2022, Practical Precision Livestock Farming (PLF): Hands-On Experiences with PLF Technologies in Commercial and R&D Settings. Banhazi, T., Molina, F. M. & Halas, V. (eds.). Wageningen, The Netherlands, p. 53-70 18 p. (Practical Precision Livestock Farming).Research output: Chapter in Book/Report/Conference proceeding › Chapter
Open AccessFile126 Downloads (Pure) -
Creating a real-time movement sonification system as an upper-limb rehabilitation intervention for stroke survivors
Nown, T. H., Kerr, A., Andonovic, I., Grealy, M. & Tachtatzis, C., 9 Sept 2022.Research output: Contribution to conference › Poster › peer-review
Open AccessFile48 Downloads (Pure) -
Developing a real-time movement sonification system for upper-limb rehabilitation for stroke survivors
Nown, T. H., Kerr, A., Andonovic, I., Grealy, M. A. & Tachtatzis, C., 15 Jul 2022, 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Piscataway, NJ: IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution book
Open AccessFile40 Downloads (Pure) -
A mapping review of real-time movement sonification systems for movement rehabilitation
Nown, T. H., Upadhyay, P., Kerr, A., Andonovic, I., Tachtatzis, C. & Grealy, M. A., 1 Jul 2022, In: IEEE Reviews in Biomedical Engineering. 16, p. 672-686 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile13 Citations (Scopus)121 Downloads (Pure) -
A novel micro-doppler coherence loss for deep learning radar applications
Czerkawski, M., Ilioudis, C., Clemente, C., Michie, C., Andonovic, I. & Tachtatzis, C., 2 Jun 2022, 2021 18th European Radar Conference (EuRAD). IEEE, 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book
Open AccessFile4 Citations (Scopus)59 Downloads (Pure) -
Effect of oscillatory flow conditions on crystalliser fouling investigated through non-invasive imaging
Sheridan, R., Cardona, J., Tachtatzis, C., Chen, Y.-C., Cleary, A., Briggs, N. E. B., Florence, A., Atkinson, R., Michie, C., Andonovic, I. & Sefcik, J., 28 Apr 2022, In: Chemical Engineering Science . 252, 117188.Research output: Contribution to journal › Article › peer-review
Open AccessFile11 Citations (Scopus)47 Downloads (Pure) -
Swipe kinematic differences in young children with autism spectrum disorders are task- and age-dependent: a smart tablet game approach
Lu, S.-C., Rowe, P., Tachtatzis, C., Andonovic, I., Anzulewicz, A., Sobota, K. & Delafield-Butt, J., 31 Mar 2022, In: Brain Disorders. 5, 9 p., 100032.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Citations (Scopus)75 Downloads (Pure) -
Behavioural classification of cattle using neck-mounted accelerometer-equipped collars
Pavlovic, D., Czerkawski, M., Davison, C., Marko, O., Michie, C., Atkinson, R., Crnojevic, V., Andonovic, I., Rajovic, V., Kvascev, G. & Tachtatzis, C., 17 Mar 2022, In: Sensors. 22, 6, 18 p., 2323.Research output: Contribution to journal › Article › peer-review
Open AccessFile17 Citations (Scopus)195 Downloads (Pure) -
Cyber-security challenges in aviation industry: a review of current and future trends
Ukwandu, E., Ben-Farah, M. A., Hindy, H., Bures, M., Atkinson, R., Tachtatzis, C., Andonovic, I. & Bellekens, X., 10 Mar 2022, In: Information. 13, 3, 22 p., 146.Research output: Contribution to journal › Review article › peer-review
Open AccessFile42 Citations (Scopus)493 Downloads (Pure) -
Deep internal learning for inpainting of cloud-affected regions in satellite imagery
Czerkawski, M., Upadhyay, P., Davison, C., Werkmeister, A., Cardona, J., Atkinson, R., Michie, C., Andonovic, I., Macdonald, M. & Tachtatzis, C., 10 Mar 2022, In: Remote Sensing. 14, 6, 18 p., 1342.Research output: Contribution to journal › Article › peer-review
Open AccessFile30 Citations (Scopus)63 Downloads (Pure) -
A flexible multi-temporal and multi-modal framework for Sentinel-1 and Sentinel-2 analysis ready data
Upadhyay, P., Czerkawski, M., Davison, C., Cardona, J., Macdonald, M., Andonovic, I., Michie, C., Atkinson, R., Papadopoulou, N., Nikas, K. & Tachtatzis, C., 24 Feb 2022, In: Remote Sensing. 14, 5, 20 p., 1120.Research output: Contribution to journal › Article › peer-review
Open AccessFile9 Citations (Scopus)110 Downloads (Pure) -
2021
CYBELE: A Hybrid Architecture of HPC and Big Data for AI Applications in Agriculture
Zhou, N., Zhong, L., Hoppe, D., Pejak, B., Marko, O., Cardona, J., Czerkawski, M., Andonovic, I., Michie, C., Tachtatzis, C., Alexakis, E., Mavrepis, P., Kyriazis, D. & Pospieszny, M., 17 Dec 2021, HPC, Big Data, AI Convergence Towards Exascale: Challenge and Vision. Terzo, O. & Martinovic, J. (eds.).Research output: Chapter in Book/Report/Conference proceeding › Chapter
Open AccessFile123 Downloads (Pure) -
Neural weight step video compression
Czerkawski, M., Cardona, J., Atkinson, R., Michie, C., Andonovic, I., Clemente, C. & Tachtatzis, C., 13 Dec 2021. 8 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile39 Downloads (Pure) -
Keynote speech 2: data-driven machine learning precision livestock farming technologies and applications
Davison, C., Hamilton, A., Tachtatzis, C., Michie, C. & Andonovic, I., 5 Dec 2021. 1 p.Research output: Contribution to conference › Keynote
-
Developmental differences in the prospective organisation of goal-directed movement between children with autism and typically developing children: a smart tablet serious game study
Chua, Y. W., Lu, S.-C., Anzulewicz, A., Sobota, K., Tachtatzis, C., Andonovic, I., Rowe, P. & Delafield-Butt, J., 20 Nov 2021, (E-pub ahead of print) In: Developmental Science. 19 p., e13195.Research output: Contribution to journal › Article › peer-review
Open AccessFile15 Citations (Scopus)29 Downloads (Pure) -
A comparison of the performance of 2D and 3D convolutional neural networks for subsea survey video classification
Stamoulakatos, A., Cardona, J., Michie, C., Andonovic, I., Lazaridis, P., Bellekens, X., Atkinson, R., Hossain, M. M. & Tachtatzis, C., 23 Sept 2021. 10 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile514 Downloads (Pure) -
Non-invasive diver respiration rate monitoring in hyperbaric lifeboat environments using short-range radar
Czerkawski, M., Stewart, F., Ilioudis, C., Michie, C., Andonovic, I., Atkinson, R., Coull, M., Sandilands, D., Kerr, G., Clemente, C. & Tachtatzis, C., 23 Sept 2021. 5 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile39 Downloads (Pure) -
Multidimensional particle characterisation from in-situ imaging using deep learning and transfer learning
Boyle, C., Ferreira, C., Chen, Y.-C., Tachtatzis, C., Andonovic, I., Brown, C., Sefcik, J. & Cardona, J., 30 Aug 2021. 1 p.Research output: Contribution to conference › Poster
Open AccessFile95 Downloads (Pure) -
Predicting feed intake using modelling based on feeding behaviour in finishing beef steers
Davison, C., Bowen, J. M., Michie, C., Rooke, J. A., Jonsson, N., Andonovic, I., Tachtatzis, C., Gilroy, M. & Duthie, C.-A., 31 Jul 2021, In: Animal. 15, 7, 7 p., 100231.Research output: Contribution to journal › Article › peer-review
Open AccessFile9 Citations (Scopus)55 Downloads (Pure) -
Classification of cattle behaviours using neck-mounted accelerometer-equipped collars and convolutional neural networks
Pavlovic, D., Davison, C., Hamilton, A., Marko, O., Atkinson, R., Michie, C., Crnojević, V., Andonovic, I., Bellekens, X. & Tachtatzis, C., 12 Jun 2021, In: Sensors. 21, 12, 18 p., 4050.Research output: Contribution to journal › Article › peer-review
Open AccessFile38 Citations (Scopus)90 Downloads (Pure)