A systematic review on validated precision livestock farming technologies for pig production and its potential to assess animal welfare
Y Gómez, AH Stygar, IJMM Boumans… - Frontiers in veterinary …, 2021 - frontiersin.org
Several precision livestock farming (PLF) technologies, conceived for optimizing farming
processes, are developed to detect the physical and behavioral changes of animals …
processes, are developed to detect the physical and behavioral changes of animals …
Image analysis and computer vision applications in animal sciences: an overview
Computer Vision, Digital Image Processing, and Digital Image Analysis can be viewed as an
amalgam of terms that very often are used to describe similar processes. Most of this …
amalgam of terms that very often are used to describe similar processes. Most of this …
Deep Learning image segmentation for extraction of fish body measurements and prediction of body weight and carcass traits in Nile tilapia
AFA Fernandes, EM Turra, ÉR de Alvarenga… - … and electronics in …, 2020 - Elsevier
Individual measurement of traits of interest is extremely important in aquaculture, both for
production systems and for breeding programs. Most of the current methods are based on …
production systems and for breeding programs. Most of the current methods are based on …
[HTML][HTML] Weight and volume estimation of poultry and products based on computer vision systems: a review
The appearance, size, and weight of poultry meat and eggs are essential for production
economics and vital in the poultry sector. These external characteristics influence their …
economics and vital in the poultry sector. These external characteristics influence their …
A review of video-based pig behavior recognition
Q Yang, D Xiao - Applied Animal Behaviour Science, 2020 - Elsevier
Video surveillance technology has been applied in many farms and a large amount of video
data has been generated. Extracting valuable information about the pig industry from video …
data has been generated. Extracting valuable information about the pig industry from video …
[HTML][HTML] Automated computer vision system to predict body weight and average daily gain in beef cattle during growing and finishing phases
Frequent measurements of body weight (BW) in livestock systems are very important
because they allow assessing growth. However, real-time monitoring of animal growth …
because they allow assessing growth. However, real-time monitoring of animal growth …
Multi-pig part detection and association with a fully-convolutional network
Computer vision systems have the potential to provide automated, non-invasive monitoring
of livestock animals, however, the lack of public datasets with well-defined targets and …
of livestock animals, however, the lack of public datasets with well-defined targets and …
Pig weight and body size estimation using a multiple output regression convolutional neural network: A fast and fully automatic method
J Zhang, Y Zhuang, H Ji, G Teng - Sensors, 2021 - mdpi.com
Pig weight and body size are important indicators for producers. Due to the increasing scale
of pig farms, it is increasingly difficult for farmers to quickly and automatically obtain pig …
of pig farms, it is increasingly difficult for farmers to quickly and automatically obtain pig …
ASAS-NANP SYMPOSIUM: Applications of machine learning for livestock body weight prediction from digital images
Monitoring, recording, and predicting livestock body weight (BW) allows for timely
intervention in diets and health, greater efficiency in genetic selection, and identification of …
intervention in diets and health, greater efficiency in genetic selection, and identification of …
Body weight estimation of beef cattle with 3D deep learning model: PointNet++
Z Hou, L Huang, Q Zhang, Y Miao - Computers and Electronics in …, 2023 - Elsevier
It is necessary to measure the live body weight (BW) of beef cattle to assess their health and
nutritional degree. Instead of continual manual measuring in holding frames or crates …
nutritional degree. Instead of continual manual measuring in holding frames or crates …