[HTML][HTML] Monitoring and classification of cattle behavior: A survey
A da Silva Santos, VWC de Medeiros… - Smart Agricultural …, 2023 - Elsevier
The use of precision livestock has increased due to the need to improve the efficiency and
productivity required by the high food demand. Monitoring cattle behavior is a fundamental …
productivity required by the high food demand. Monitoring cattle behavior is a fundamental …
Understanding intake on pastures: how, why, and a way forward
An assessment of dietary intake is a critical component of animal nutrition. Consumption of
feed resources is the basis upon which feeding strategies and grazing management are …
feed resources is the basis upon which feeding strategies and grazing management are …
C3D-ConvLSTM based cow behaviour classification using video data for precision livestock farming
Cow behaviour provides valuable information about animal welfare, activities and livestock
production. Therefore, monitoring of behaviour is gaining importance in the improvement of …
production. Therefore, monitoring of behaviour is gaining importance in the improvement of …
[HTML][HTML] Cattle behaviour classification from collar, halter, and ear tag sensors
In this paper, we summarise the outcome of a set of experiments aimed at classifying cattle
behaviour based on sensor data. Each animal carried sensors generating time series …
behaviour based on sensor data. Each animal carried sensors generating time series …
A combined offline and online algorithm for real-time and long-term classification of sheep behaviour: Novel approach for precision livestock farming
JA Vázquez-Diosdado, V Paul, KA Ellis, D Coates… - Sensors, 2019 - mdpi.com
Real-time and long-term behavioural monitoring systems in precision livestock farming have
huge potential to improve welfare and productivity for the better health of farm animals …
huge potential to improve welfare and productivity for the better health of farm animals …
Use of sensor-determined behaviours to develop algorithms for pasture intake by individual grazing cattle
PL Greenwood, DR Paull, J McNally… - Crop and Pasture …, 2017 - CSIRO Publishing
Practical and reliable measurement of pasture intake by individual animals will enable
improved precision in livestock and pasture management, provide input data for prediction …
improved precision in livestock and pasture management, provide input data for prediction …
Robust sensor-orientation-independent feature selection for animal activity recognition on collar tags
JW Kamminga, DV Le, JP Meijers, H Bisby… - Proceedings of the …, 2018 - dl.acm.org
Fundamental challenges faced by real-time animal activity recognition include variation in
motion data due to changing sensor orientations, numerous features, and energy and …
motion data due to changing sensor orientations, numerous features, and energy and …
DISubNet: depthwise separable inception subnetwork for pig treatment classification using thermal data
Simple Summary Thermal imaging is gaining popularity in poultry, swine, and dairy animal
husbandry for detecting disease and distress. In this study, we present a depthwise …
husbandry for detecting disease and distress. In this study, we present a depthwise …
Detection of cattle key parts based on the improved Yolov5 algorithm
D Shao, Z He, H Fan, K Sun - Agriculture, 2023 - mdpi.com
Accurate detection of key body parts of cattle is of great significance to Precision Livestock
Farming (PLF), using artificial intelligence for video analysis. As the background image in …
Farming (PLF), using artificial intelligence for video analysis. As the background image in …
Bigru-attention based cow behavior classification using video data for precision livestock farming
Highlights BiGRU-attention based cow behavior classification was proposed. Key spatial-
temporal features were captured for behavior representation. BiGRU-attention achieved> …
temporal features were captured for behavior representation. BiGRU-attention achieved> …