A review on dairy cattle farming: Is precision livestock farming the compromise for an environmental, economic and social sustainable production?

D Lovarelli, J Bacenetti, M Guarino - Journal of Cleaner Production, 2020 - Elsevier
Abstract Precision Livestock Farming (PLF) is spreading worldwide for its applications on
livestock farms, in both intensive and extensive systems. PLF has started being adopted only …

Smart animal agriculture: application of real-time sensors to improve animal well-being and production

I Halachmi, M Guarino, J Bewley… - Annual review of animal …, 2019 - annualreviews.org
Consumption of animal products such as meat, milk, and eggs in first-world countries has
leveled off, but it is rising precipitously in developing countries. Agriculture will have to …

Cattle segmentation and contour extraction based on Mask R-CNN for precision livestock farming

Y Qiao, M Truman, S Sukkarieh - Computers and Electronics in Agriculture, 2019 - Elsevier
In precision livestock farming, computer vision based approaches have been widely used to
obtain individual cattle health and welfare information such as body condition score, live …

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
Large-scale phenotyping of animal behaviour traits is time consuming and has led to
increased demand for technologies that can automate these procedures. Automated …

Advancements in sensor technology and decision support intelligent tools to assist smart livestock farming

LO Tedeschi, PL Greenwood… - Journal of Animal …, 2021 - academic.oup.com
Remote monitoring, modern data collection through sensors, rapid data transfer, and vast
data storage through the Internet of Things (IoT) have advanced precision livestock farming …

A computer vision approach based on deep learning for the detection of dairy cows in free stall barn

P Tassinari, M Bovo, S Benni, S Franzoni… - … and Electronics in …, 2021 - Elsevier
Abstract Precision Livestock Farming relies on several technological approaches to acquire
in the most efficient way precise and up-to-date data concerning individual animals. In dairy …

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 …

[HTML][HTML] Development of automatic body condition scoring using a low-cost 3-dimensional Kinect camera

R Spoliansky, Y Edan, Y Parmet, I Halachmi - Journal of dairy science, 2016 - Elsevier
Body condition scoring (BCS) is a farm-management tool for estimating dairy cows' energy
reserves. Today, BCS is performed manually by experts. This paper presents a 3 …

Comparison of a three-dimensional and two-dimensional camera system for automated measurement of back posture in dairy cows

S Viazzi, C Bahr, T Van Hertem… - … and Electronics in …, 2014 - Elsevier
In this study, two different computer vision techniques to automatically measure the back
posture in dairy cows were tested and evaluated. A two-dimensional and a three …

Automatic lameness detection based on consecutive 3D-video recordings

T Van Hertem, S Viazzi, M Steensels, E Maltz… - Biosystems …, 2014 - Elsevier
Highlights•Three regression models used with four consecutive measurements of 186
cows.•Independent cow-observation analysis resulted in 53.0% correct classification.•Binary …