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2024

Dickson, Lewis T. and Davison, Christopher and Michie, Craig and McRobert, Ewan and Atkinson, Robert and Andonovic, Ivan and Ferguson, Holly and Dewhurst, Richard and Briddock, Roger and Brooking, Mark and Pavlovic, Dejan and Marko, Oskar and Crnojevic, Vladimir and Tachtatzis, Christos (2024) Augmenting cattle tracking efficiency through monocular depth estimation. In: IEEE Conference on AgriFood Electronics, 2024-09-26 - 2024-09-28.

Czerkawski, Mikolaj and Upadhyay, Priti and Davison, Christopher and Atkinson, Robert and Michie, Craig and Andonovic, Ivan and Macdonald, Malcolm and Cardona, Javier and Tachtatzis, Christos (2024) Multi-modal convolutional parameterisation network for guided image inverse problems. Journal of Imaging, 10 (3). 69. ISSN 2313-433X

2023

Davison, Chris and Michie, Craig and Tachtatzis, Christos and Andonovic, Ivan and Bowen, Jenna and Duthie, Carol-Anne (2023) Feed conversion ratio (FCR) and performance group estimation based on predicted feed intake for the optimisation of beef production. Sensors, 23 (10). 4621. ISSN 1424-8220

2022

Czerkawski, Mikolaj and Upadhyay, Priti and Davison, Christopher and Werkmeister, Astrid and Cardona, Javier and Atkinson, Robert and Michie, Craig and Andonovic, Ivan and Macdonald, Malcolm and Tachtatzis, Christos (2022) Correction: Czerkawski et al. Deep internal learning for inpainting of cloud-affected regions in satellite umagery. Remote Sens. 2022, 14, 1342. Remote Sensing, 14 (24). 6324. ISSN 2072-4292

Michie, C. and Andonovic, I. and Tachtatzis, C. and Davison, C. and Hamilton, A.; Banhazi, Thomas and Molina, Francisco Maroto and Halas, Veronika, eds. (2022) Chapter 3: Herdsman+: artificial intelligence enabled systems and services for livestock farming : Herdsman+ artificial intelligence enabled systems and services for livestock farming. In: Practical Precision Livestock Farming (PLF). Practical Precision Livestock Farming . Wageningen Academic Publishers, Wageningen, The Netherlands, pp. 53-70. ISBN 9789086869343

Pavlovic, Dejan and Czerkawski, Mikolaj and Davison, Christopher and Marko, Oskar and Michie, Craig and Atkinson, Robert and Crnojevic, Vladimir and Andonovic, Ivan and Rajovic, Vladimir and Kvascev, Goran and Tachtatzis, Christos (2022) Behavioural classification of cattle using neck-mounted accelerometer-equipped collars. Sensors, 22 (6). 2323. ISSN 1424-8220

Czerkawski, Mikolaj and Upadhyay, Priti and Davison, Christopher and Werkmeister, Astrid and Cardona, Javier and Atkinson, Robert and Michie, Craig and Andonovic, Ivan and Macdonald, Malcolm and Tachtatzis, Christos (2022) Deep internal learning for inpainting of cloud-affected regions in satellite imagery. Remote Sensing, 14 (6). 1342. ISSN 2072-4292

Upadhyay, Priti and Czerkawski, Mikolaj and Davison, Christopher and Cardona, Javier and Macdonald, Malcolm and Andonovic, Ivan and Michie, Craig and Atkinson, Robert and Papadopoulou, Nikela and Nikas, Konstantinos and Tachtatzis, Christos (2022) A flexible multi-temporal and multi-modal framework for Sentinel-1 and Sentinel-2 analysis ready data. Remote Sensing, 14 (5). 1120. ISSN 2072-4292

2021

Davison, Christopher and Michie, Craig and Andonovic, Ivan (2021) Review of diagnostic testing of mastitis. In: 2021 British Mastitis Conference, 2021-11-10 - 2021-11-10, Sixways Stadium.

Davison, C. and Bowen, J.M. and Michie, C. and Rooke, J.A. and Jonsson, N. and Andonovic, I. and Tachtatzis, C. and Gilroy, M. and Duthie, C-A. (2021) Predicting feed intake using modelling based on feeding behaviour in finishing beef steers. Animal, 15 (7). 100231. ISSN 1751-7311

Pavlovic, Dejan and Davison, Christopher and Hamilton, Andrew and Marko, Oskar and Atkinson, Robert and Michie, Craig and Crnojević, Vladimir and Andonovic, Ivan and Bellekens, Xavier and Tachtatzis, Christos (2021) Classification of cattle behaviours using neck-mounted accelerometer-equipped collars and convolutional neural networks. Sensors, 21 (12). 4050. ISSN 1424-8220

2020

Pavlovic, Dejan and Tachtatzis, Christos and Hamilton, Andrew and Marko, Oskar and Atkinson, Robert and Davison, Christopher and Michie, Craig and Crnojevic, Vladimir and Andonovic, Ivan (2020) Classification of cattle behaviour using convolutional neural networks. In: European Federation of Animal Science (EAAP) Annual Meeting, 2020-12-01 - 2020-12-04, Online (due to Covid-19 pandemic).

Michie, Craig and Andonovic, Ivan and Davison, Christopher and Hamilton, Andrew and Tachtatzis, Christos and Jonsson, Nicholas and Duthie, Carol-Anne and Bowen, Jenna and Gilroy, Michael (2020) The Internet of Things enhancing animal welfare and farm operational efficiency. Journal of Dairy Research, 87 (S1). pp. 20-27. ISSN 0022-0299

Miller, G.A. and Mitchell, M. and Barker, Z.E. and Giebel, K. and Codling, E.A. and Amory, J.R. and Michie, C. and Davison, C. and Tachtatzis, C. and Andonovic, I. and Duthie, C.-A. (2020) Using animal-mounted sensor technology and machine learning to predict time-to-calving in beef and dairy cows. Animal, 14 (6). pp. 1304-1312. ISSN 1751-7311

Davison, Christopher and Michie, Craig and Hamilton, Andrew and Tachtatzis, Christos and Andonovic, Ivan and Gilroy, Michael (2020) Detecting heat stress in dairy cattle using neck-mounted activity collars. Agriculture, 10 (6). pp. 1-11. 210. ISSN 2077-0472

Francesio, Andrea and Viora, Lorenzo and Denwood, Matt J. and Tulley, Will and Brady, Nicola and Hastie, Peter and Hamilton, Andrew and Davison, Christopher and Michie, Craig and Jonsson, Nicholas N. (2020) Contrasting effects of high-starch and high-sugar diets on ruminal function in cattle. Journal of Dairy Research, 87 (2). pp. 175-183. ISSN 0022-0299

2019

Hamilton, Andrew W. and Davison, Chris and Tachtatzis, Christos and Andonovic, Ivan and Michie, Craig and Ferguson, Holly J. and Somerville, Laura and Jonsson, Nicholas N. (2019) Identification of the rumination in cattle using support vector machines with motion-sensitive bolus sensors. Sensors, 19 (5). 1165. ISSN 1424-8220

2016

Michie, C and Andonovic, I and Tachtatzis, C and Davison, C and Konka, J; Uttamchandani, Deepak, ed. (2016) Wireless MEMS sensors for precision farming. In: Wireless MEMS Networks and Applications. Woodhead Publishing Series in Electronic and Optical Materials (1). Woodhead Publications. ISBN 9780081004494

2014

Davison, Christopher and Konka, Jakub Wojciech and Michie, Craig and Tachtatzis, Christos and Andonovic, Ivan and Ross, David and Duthie, Carol-Anne (2014) Automatic prediction of calving point using tail mounted tri-axial accelerometers. In: First Dairycare Conference, DAIRYCARE 2014, 2014-08-22 - 2014-08-23.