Publications
† Equal Contribution, * Corresponding Author(s).
Journal Articles
2025
-  AnimalDivergent effects of 3-nitrooxypropanol on enteric methane emissions in Holstein and Brown Swiss cows, and its lack of synergy with acacia tannin extractanimal, 2025
 -  AgTechInstance segmentation of oyster mushroom datasets: A novel data sampling methodology for training and evaluation of deep learning modelsSmart Agricultural Technology, 2025
 
2024
-  JDSLearning end-to-end respiratory rate prediction of dairy cows from RGB videosJournal of Dairy Science, 2024
 -  Front. Plant Sci.Early detection and lesion visualization of pear leaf anthracnose based onx multi-source feature fusion of hyperspectral imagingFrontiers in Plant Science, 2024
 
2023
-  COMPAGA computer vision-based approach for respiration rate monitoring of group housed pigsComputers and Electronics in Agriculture, 2023
 -  Biosyst. Eng.Automatic detection of locomotor play in young pigs: A proof of conceptBiosystems Engineering, 2023
 
2022
-  Biosyst. Eng.Towards re-identification for long-term tracking of group housed pigsBiosystems Engineering, 2022
 
2021
-  COMPAGA PCA-based frame selection method for applying CNN and LSTM to classify postural behaviour in sowsComputers and Electronics in Agriculture, 2021
 -  AnimalsContactless video-based heart rate monitoring of a resting and an anesthetized pigAnimals, 2021
 -  SustainabilityInformation technologies for welfare monitoring in pigs and their relation to Welfare Quality\textregisteredSustainability, 2021
 
2018
-  SensorsComparison of data preprocessing approaches for applying deep learning to human activity recognition in the context of industry 4.0Sensors, 2018
 
Conference Proceedings
2024
-  ECPLF 2024An attempt to predict feed intake of dairy cows using RGB imagesPrecision Livestock Farming 2024: Papers presented at the 11th European Conference on Precision Livestock Farming 2024
 -  ECPLF 2024An end-to-end method for predicting the respiratory rate of dairy cows from RGB videosPrecision Livestock Farming 2024: Papers presented at the 11th European Conference on Precision Livestock Farming 2024
 -  ECPLF 2024Development of a tracking-by-classification method for identifying and tracking Holstein cows in a free-stall barn environmentPrecision Livestock Farming 2024: Papers presented at the 11th European Conference on Precision Livestock Farming 2024
 
2023
-  USPLF 2023Towards an automated method to monitor respiration rate for group-housed pigs by contactless video analysisProceedings of 2ND US PRECISION LIVESTOCK FARMING CONFERENCE, 2023
 
2022
-  ECPLF 2022First step to remote detection of locomotor play in young pigs: a preliminary study10th European Conference on Precision Livestock Farming, 2022
 -  ECPLF 2022Investigation and application of tracking algorithm on behaviour analysis for weaners housed in two-climate pens10th European Conference on Precision Livestock Farming, 2022
 -  PLF workshop 2022Contactless Video-Based Respiration Rate Monitoring of group housed pigsPRECISION LIVESTOCK FARMING WORKSHOP SEMINAR, 2022
 
2021
-  ESPHMContactless video-based respiration rate monitoring of the pig in resting statusProceedings of 12th EUROPEAN SYMPOSIUM OF PORCINE HEALTH MANAGEMENT, 2021
 
2016
-  ICSRS 2016Reliability of phase mission linear consecutively-connected systems with constrained number of consecutive gaps2016 International Conference on System Reliability and Science (ICSRS) 2016