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 increasing demand for sustainable livestock products also demands new
considerations in animal breeding. Breeding programs are now seeking to integrate animal …
considerations in animal breeding. Breeding programs are now seeking to integrate animal …
Recording behaviour of indoor-housed farm animals automatically using machine vision technology: A systematic review
Large-scale phenotyping of animal behaviour traits is time consuming and has led to
increased demand for technologies that can automate these procedures. Automated …
increased demand for technologies that can automate these procedures. Automated …
[HTML][HTML] Automated cattle counting using Mask R-CNN in quadcopter vision system
The accurate and reliable counting of animals in quadcopter acquired imagery is one of the
most promising but challenging tasks in intelligent livestock management in the future. In this …
most promising but challenging tasks in intelligent livestock management in the future. In this …
[PDF][PDF] Precision livestock farming technologies for welfare management in intensive livestock systems
D Berckmans - Rev. Sci. Tech, 2014 - tice.agrocampus-ouest.fr
The worldwide demand for meat and animal products is expected to increase by at least
40% in the next 15 years. The first question is how to achieve highquality, sustainable and …
40% in the next 15 years. The first question is how to achieve highquality, sustainable and …
An iot-based design using accelerometers in animal behavior recognition systems
Cow behavior recognition systems support the assessment of cows' condition by providing
their behavior information. Accelerometers are particularly suited for a non-invasive solution …
their behavior information. Accelerometers are particularly suited for a non-invasive solution …
[HTML][HTML] Machine learning based fog computing assisted data-driven approach for early lameness detection in dairy cattle
Timely lameness detection is one of the major and costliest health problems in dairy cattle
that farmers and practitioners haven't yet solved adequately. The primary reason behind this …
that farmers and practitioners haven't yet solved adequately. The primary reason behind this …
Large-scale phenotyping of livestock welfare in commercial production systems: a new frontier in animal breeding
Genomic breeding programs have been paramount in improving the rates of genetic
progress of productive efficiency traits in livestock. Such improvement has been …
progress of productive efficiency traits in livestock. Such improvement has been …
Precision technologies to address dairy cattle welfare: Focus on lameness, mastitis and body condition
Simple Summary The welfare of farm animals is a growing concern in the EU and across the
world. In milk production, there is a strong need to assess the welfare of dairy cows. One of …
world. In milk production, there is a strong need to assess the welfare of dairy cows. One of …
Implementation of machine vision for detecting behaviour of cattle and pigs
A Nasirahmadi, SA Edwards, B Sturm - Livestock Science, 2017 - Elsevier
Livestock production to provide food for a growing world population, with increasing demand
for meat and milk products, has led to a rapid growth in the scale of cattle and pig …
for meat and milk products, has led to a rapid growth in the scale of cattle and pig …
Automatic recognition of lactating sow postures from depth images by deep learning detector
C Zheng, X Zhu, X Yang, L Wang, S Tu… - Computers and electronics …, 2018 - Elsevier
The behaviors of livestock on farms are the primary representatives of animal welfare, health
conditions and social interactions. Measuring behavior quantitatively in an automatic …
conditions and social interactions. Measuring behavior quantitatively in an automatic …