深度学习在猪只饲养过程的应用研究进展.

滕光辉, 冀横溢, 庄晏榕… - Transactions of the …, 2022 - search.ebscohost.com
随着人工智能技术的兴起, 深度学习技术发展迅猛, 在图像及音频识别, 自然语言处理,
机器人技术, 生物信息学, 化学和金融等领域中应用广泛, 也是目前发展精细畜牧业重要工具 …

[HTML][HTML] StaticPigDet: Accuracy improvement of static camera-based pig monitoring using background and facility information

S Son, H Ahn, H Baek, S Yu, Y Suh, S Lee, Y Chung… - Sensors, 2022 - mdpi.com
The automatic detection of individual pigs can improve the overall management of pig farms.
The accuracy of single-image object detection has significantly improved over the years with …

[HTML][HTML] Crack detection on a retaining wall with an innovative, ensemble learning method in a dynamic imaging system

CS Lin, SH Chen, CM Chang, TW Shen - Sensors, 2019 - mdpi.com
In this study, an innovative, ensemble learning method in a dynamic imaging system of an
unmanned vehicle is presented. The feasibility of the system was tested in the crack …

[HTML][HTML] Smart Pig Farming—A Journey Ahead of Vietnam

M Sharifuzzaman, HS Mun, KMB Ampode, EB Lagua… - Agriculture, 2024 - mdpi.com
Vietnam heavily relies on pork as its primary source of animal protein. Traditional farming
methods, characterized by small-scale operations, dominate the industry. However …

[HTML][HTML] Automatic behavior and posture detection of sows in loose farrowing pens based on 2D-video images

S Küster, P Nolte, C Meckbach, B Stock… - Frontiers in Animal …, 2021 - frontiersin.org
The monitoring of farm animals and the automatic recognition of deviant behavior have
recently become increasingly important in farm animal science research and in practical …

[HTML][HTML] Calibration of in-plane center alignment errors in the installation of a circular slide with machine-vision sensor and a reflective marker

H Jeong, J Yu, D Lee - Sensors, 2020 - mdpi.com
This paper describes a method for calibrating in-plane center alignment error (IPCA) that
occurs when installing the circular motion slide (CMS). In this study, by combini ng the …

[HTML][HTML] 基于循环残差注意力的群养生猪实例分割

刘坤, 杨怀卿, 杨华, 胡志伟, 孟珂 - 华南农业大学学报, 2020 - xuebao.scau.edu.cn
[目的] 在群养环境下, 实现生猪粘连, 杂物遮挡等不同条件下生猪个体的高精度分割.[方法]
对真实养殖场景下的8 栏日龄20~ 105 d 共45 头群养生猪进行研究, 以移动相机拍摄图像为数据 …

Data-driven hybrid modelling of waves at mid-frequencies range: Application to forward and inverse Helmholtz problems

N El Moçayd, MS Mohamed, M Seaid - Journal of Computational Science, 2024 - Elsevier
In this paper, we introduce a novel hybrid approach that leverages both data and numerical
simulations to address the challenges of solving forward and inverse wave problems …

[HTML][HTML] Changes in tail posture detected by a 3D machine vision system are associated with injury from damaging behaviours and ill health on commercial pig farms

RB D'Eath, S Foister, M Jack, N Bowers, Q Zhu… - PLoS …, 2021 - journals.plos.org
To establish whether pig tail posture is affected by injuries and ill health, a machine vision
system using 3D cameras to measure tail angle was used. Camera data from 1692 pigs in …

Panoptic instance segmentation on pigs

J Brünger, M Gentz, I Traulsen, R Koch - arXiv preprint arXiv:2005.10499, 2020 - arxiv.org
The behavioural research of pigs can be greatly simplified if automatic recognition systems
are used. Especially systems based on computer vision have the advantage that they allow …