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 …
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
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 …
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 …
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 …
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 …
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 …
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 …
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
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 …
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 …
system using 3D cameras to measure tail angle was used. Camera data from 1692 pigs in …
Panoptic instance segmentation on pigs
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 …
are used. Especially systems based on computer vision have the advantage that they allow …