A review in the automatic detection of pigs behavior with sensors

Z Zhang, H Zhang, Y He, T Liu - Journal of Sensors, 2022 - Wiley Online Library
… mask pixel area of pigs with mounting behavior and non-mounting behavior in the dataset. …
was possible to use image analysis to automatically detect aggressive behaviors among pigs. …

Mounting behaviour recognition for pigs based on deep learning

D Li, Y Chen, K Zhang, Z Li - Sensors, 2019 - mdpi.com
… to detect the mounting behaviour of pigs based on the data characteristics of visible light
images. … Zhu [10] has proposed an automatic detection method for pigs’ respiratory behaviour

Pig mounting behaviour recognition based on video spatial–temporal features

Q Yang, D Xiao, J Cai - Biosystems Engineering, 2021 - Elsevier
… Video surveillance can take the place of the traditional human observation, using image
processing technologies to automatically identify the event that is happening on the farm. This …

Recording behaviour of indoor-housed farm animals automatically using machine vision technology: A systematic review

K Wurtz, I Camerlink, RB D'Eath, AP Fernández… - PloS one, 2019 - journals.plos.org
… attempt to automatically detect animal behaviour assess … more complex pig behaviours can
be detected through image analysis. … behaviour and mounting behaviour. The algorithm firstly …

[HTML][HTML] Automated detection and quantification of contact behaviour in pigs using deep learning

A Alameer, S Buijs, N O'Connell, L Dalton… - biosystems …, 2022 - Elsevier
… to track and detect pig behaviours, eg, mounting, lying, … of automatically quantifying contact
interactions between pigs … on machine learning and image processing whereby highly …

Behaviour recognition of pigs and cattle: Journey from computer vision to deep learning

C Chen, W Zhu, T Norton - Computers and Electronics in Agriculture, 2021 - Elsevier
… The results indicate that it is possible to automatically detect … results from group level to
individual level, an image processing … used to recognise mounting behaviour of pigs and cattle. …

[HTML][HTML] DigiPig: First developments of an automated monitoring system for body, head and tail detection in intensive pig farming

M Ocepek, A Žnidar, M Lavrič, D Škorjanc, IL Andersen - Agriculture, 2021 - mdpi.com
… for the automatic recognition of sows’ nursing behaviours in 2D … Image analysis techniques
using fully convolutional … ., Ltd., Shenzhen, China) was mounted on the roof with a slight side …

[HTML][HTML] Automatically detecting pig position and posture by 2D camera imaging and deep learning

M Riekert, A Klein, F Adrion, C Hoffmann… - … and Electronics in …, 2020 - Elsevier
… However, using image analysis for behavior monitoring is preferable in pigs, because only
comparatively small … Errors occur if pigs lie close together or during mounting behavior. This …

An automatic recognition framework for sow daily behaviours based on motion and image analyses

A Yang, H Huang, B Zheng, S Li, H Gan, C Chen… - Biosystems …, 2020 - Elsevier
… general and automatic recognition framework for recognising the daily behaviours of lactating
sows to … On the pen wall on one side of the pen, two water drinking nipples were mounted

Detection of aggressive behaviours in pigs using a RealSence depth sensor

C Chen, W Zhu, D Liu, J Steibel, J Siegford… - … and Electronics in …, 2019 - Elsevier
image analysis method to automatically detect aggressive behaviours of group-housed
pigs. … (2) For small amounts of mounting behaviour, the pigs generate adhesion and high-speed …