Tomas Norton

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 33

Top Topics

Convolutional Neural Network

Computer Vision

Semantic Segmentation

Top Venues

Comput. Electron. Agric.

Expert Syst. Appl.

Publications

Haiming Gan, Francesca Menegon, Aoshen Sun, Annalisa Scollo, Qingyan Jiang, Yueju Xue, Tomas Norton
Peeking into the unseen: Occlusion-resistant segmentation for preweaning piglets under crushing events. Comput. Electron. Agric. 219 (2024)
Martin Føre, Morten Omholt Alver, Jo Arve Alfredsen, Adil Rasheed, Thor Hukkelås, Hans V. Bjelland, Biao Su, Sveinung Johan Ohrem, Eleni Kelasidi, Tomas Norton, Nikos Papandroulakis
Digital Twins in intensive aquaculture - Challenges, opportunities and future prospects. Comput. Electron. Agric. 218 (2024)
Zikang Chen, Ruotong Yang, Shengfu Zhang, Tomas Norton, Mingxia Shen, Feng Wang, Mingzhou Lu
Recognizing pawing behavior of prepartum doe using semantic segmentation and motion history image (MHI) features. Expert Syst. Appl. 242 (2024)
Dong Liu, Andrea Parmiggiani, Eric Psota, Robert Fitzgerald, Tomas Norton
Where's your head at? Detecting the orientation and position of pigs with rotated bounding boxes. Comput. Electron. Agric. 212 (2023)
Junjie Han, Janice M. Siegford, Dirk Colbry, Raymond Lesiyon, Anna Bosgraaf, Chen Chen, Tomas Norton, Juan P. Steibel
Evaluation of computer vision for detecting agonistic behavior of pigs in a single-space feeding stall through blocked cross-validation strategies. Comput. Electron. Agric. 204 (2023)
Meiqing Wang, Xue Li, Mona Lilian Vestbjerg Larsen, Dong Liu, Jean-Loup Rault, Tomas Norton
A computer vision-based approach for respiration rate monitoring of group housed pigs. Comput. Electron. Agric. 210 (2023)
Haiming Gan, Jingfeng Guo, Kai Liu, Xinru Deng, Hui Zhou, Dehuan Luo, Shiyun Chen, Tomas Norton, Yueju Xue
Counting piglet suckling events using deep learning-based action density estimation. Comput. Electron. Agric. 210 (2023)
Ruotong Yang, Zikang Chen, Huanliang Xu, Mingxia Shen, Pinghua Li, Tomas Norton, Mingzhou Lu
Recognizing the rooting action of prepartum sow in free-farrowing pen using computer vision. Comput. Electron. Agric. 213 (2023)
Andrea Parmiggiani, Dong Liu, Eric Psota, Robert Fitzgerald, Tomas Norton
Don't get lost in the crowd: Graph convolutional network for online animal tracking in dense groups. Comput. Electron. Agric. 212 (2023)
Jun Sun, Kaifeng Yang, Chen Chen, Jifeng Shen, Yu Yang, Xiaohong Wu, Tomas Norton
Wheat head counting in the wild by an augmented feature pyramid networks-based convolutional neural network. Comput. Electron. Agric. 193 (2022)
Dong Liu, Erik Vranken, Gijs van den Berg, Lenn Carpentier, Alberto Peña Fernández, Dongjian He, Tomas Norton
Separate weighing of male and female broiler breeders by electronic platform weigher using camera technologies. Comput. Electron. Agric. 182 (2021)
Chen Chen, Weixing Zhu, Tomas Norton
Behaviour recognition of pigs and cattle: Journey from computer vision to deep learning. Comput. Electron. Agric. 187 (2021)
Xiaodong Du, Guanghui Teng, Chaoyuan Wang, Lenn Carpentier, Tomas Norton
A tristimulus-formant model for automatic recognition of call types of laying hens. Comput. Electron. Agric. 187 (2021)
Meiqing Wang, Maciek oczak, Mona Lilian Vestbjerg Larsen, Florian Bayer, Kristina Maschat, Johannes Baumgartner, Jean-Loup Rault, Tomas Norton
A PCA-based frame selection method for applying CNN and LSTM to classify postural behaviour in sows. Comput. Electron. Agric. 189 (2021)
Ali Youssef, Alberto Peña Fernández, Laura Wassermann, Svenja Biernot, Eva-Maria Wittauer, André Bleich, Joerg Hartung, Daniel Berckmans, Tomas Norton
An Approach towards Motion-Tolerant PPG-Based Algorithm for Real-Time Heart Rate Monitoring of Moving Pigs. Sensors 20 (15) (2020)
Ali Youssef, Daniel Berckmans, Tomas Norton
Non-Invasive PPG-Based System for Continuous Heart Rate Monitoring of Incubated Avian Embryo. Sensors 20 (16) (2020)
Chen Chen, Weixing Zhu, Juan Steibel, Janice M. Siegford, Junjie Han, Tomas Norton
Recognition of feeding behaviour of pigs and determination of feeding time of each pig by a video-based deep learning method. Comput. Electron. Agric. 176 (2020)
Chen Chen, Weixing Zhu, Juan Steibel, Janice M. Siegford, Kaitlin Wurtz, Junjie Han, Tomas Norton
Recognition of aggressive episodes of pigs based on convolutional neural network and long short-term memory. Comput. Electron. Agric. 169 (2020)
Chen Chen, Weixing Zhu, Maciej Oczak, Kristina Maschat, Johannes Baumgartner, Mona Lilian Vestbjerg Larsen, Tomas Norton
A computer vision approach for recognition of the engagement of pigs with different enrichment objects. Comput. Electron. Agric. 175 (2020)
Xiaodong Du, Lenn Carpentier, Guanghui Teng, Mulin Liu, Chaoyuan Wang, Tomas Norton
Assessment of Laying Hens' Thermal Comfort Using Sound Technology. Sensors 20 (2) (2020)
Xingguo Xiong, Mingzhou Lu, Weizhong Yang, Guanghui Duan, Qingyan Yuan, Mingxia Shen, Tomas Norton, Daniel Berckmans
An Automatic Head Surface Temperature Extraction Method for Top-View Thermal Image with Individual Broiler. Sensors 19 (23) (2019)
Alberto Peña Fernández, Tomas Norton, Ali Youssef, Vasileios Exadaktylos, Claudia Bahr, E. Bruininx, Erik Vranken, Daniel Berckmans
Real-time modelling of individual weight response to feed supply for fattening pigs. Comput. Electron. Agric. 162 (2019)
Yuvraj Domun, Lene Juul Pedersen, David White, Olutobi Adeyemi, Tomas Norton
Learning patterns from time-series data to discriminate predictions of tail-biting, fouling and diarrhoea in pigs. Comput. Electron. Agric. 163 (2019)
Lenn Carpentier, Erik Vranken, Daniel Berckmans, Jan Paeshuyse, Tomas Norton
Development of sound-based poultry health monitoring tool for automated sneeze detection. Comput. Electron. Agric. 162 (2019)
Chen Chen, Weixing Zhu, Dong Liu, Juan Steibel, Janice M. Siegford, Kaitlin Wurtz, Junjie Han, Tomas Norton
Detection of aggressive behaviours in pigs using a RealSence depth sensor. Comput. Electron. Agric. 166 (2019)
Mingzhou Lu, Ju He, Chao Chen, Cedric Okinda, Mingxia Shen, Longshen Liu, Wen Yao, Tomas Norton, Daniel Berckmans
An automatic ear base temperature extraction method for top view piglet thermal image. Comput. Electron. Agric. 155 (2018)
Olutobi Adeyemi, Ivan Grove, Sven Peets, Yuvraj Domun, Tomas Norton
Dynamic Neural Network Modelling of Soil Moisture Content for Predictive Irrigation Scheduling. Sensors 18 (10) (2018)
Olutobi Adeyemi, Ivan Grove, Sven Peets, Yuvraj Domun, Tomas Norton
Dynamic modelling of lettuce transpiration for water status monitoring. Comput. Electron. Agric. 155 (2018)
Olutobi Adeyemi, Ivan Grove, Sven Peets, Yuvraj Domun, Tomas Norton
Dynamic modelling of the baseline temperatures for computation of the crop water stress index (CWSI) of a greenhouse cultivated lettuce crop. Comput. Electron. Agric. 153 (2018)
Se-Woon Hong, Vasileios Exadaktylos, Inbok Lee, Thomas Amon, Ali Youssef, Tomas Norton, Daniel Berckmans
Validation of an open source CFD code to simulate natural ventilation for agricultural buildings. Comput. Electron. Agric. 138 (2017)
T. Van Hertem, L. Rooijakkers, Dries Berckmans, Alberto Peña Fernández, Tomas Norton, Daniel Berckmans, Erik Vranken
Appropriate data visualisation is key to Precision Livestock Farming acceptance. Comput. Electron. Agric. 138 (2017)
Emanuela Tullo, Ilaria Fontana, Alessia Diana, Tomas Norton, Daniel Berckmans, Marcella Guarino
Application note: Labelling, a methodology to develop reliable algorithm in PLF. Comput. Electron. Agric. 142 (2017)
Deborah Piette, Tomas Norton, Vasileios Exadaktylos, Daniel Berckmans
Real-time monitoring of the horse-rider dyad using body sensor network technology. BSN (2016)
Tomas Norton, Brijesh Tiwari
Aiding the understanding of novel freezing technology through numerical modelling with visual basic for applications (VBA). Comput. Appl. Eng. Educ. 21 (3) (2013)