Pattern Mining-Based Pig Behavior Analysis for Health and Welfare Monitoring

HS Mluba, O Atif, J Lee, D Park, Y Chung - Sensors, 2024 - mdpi.com
The increasing popularity of pigs has prompted farmers to increase pig production to meet
the growing demand. However, while the number of pigs is increasing, that of farm workers …

Breeding for pig welfare: Opportunities and challenges

SP Turner, I Camerlink, EM Baxter, RB D'Eath… - Advances in pig …, 2024 - Elsevier
Acceptable animal welfare is an integral part of sustainability. Selective breeding for
improved animal welfare can benefit the economic and environmental aspects of pig …

[HTML][HTML] Technological Tools and Artificial Intelligence in Estrus Detection of Sows—A Comprehensive Review

M Sharifuzzaman, HS Mun, KMB Ampode, EB Lagua… - Animals, 2024 - mdpi.com
Simple Summary Accurate estrus detection by farmers is key to successful sow breeding as
it offers the opportunity for timely mating, successful reproduction, and increased …

Livestock Monitoring with Transformer

B Tangirala, I Bhandari, D Laszlo, DK Gupta… - arXiv preprint arXiv …, 2021 - arxiv.org
Tracking the behaviour of livestock enables early detection and thus prevention of
contagious diseases in modern animal farms. Apart from economic gains, this would reduce …

Evaluation of deep learning instance segmentation models for pig precision livestock farming

JH Witte, J Gerberding, C Melching… - Business Information …, 2021 - tib-op.org
In this paper, the deep learning instance segmentation architectures DetectoRS, SOLOv2,
DETR and Mask R-CNN were applied to data from the field of Pig Precision Livestock …

[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 …

A time-series neural network for pig feeding behavior recognition and dangerous detection from videos

Y Zhang, X Yang, Y Liu, J Zhou, Y Huang, J Li… - … and Electronics in …, 2024 - Elsevier
With the development of modern animal husbandry, especially pig farming, large-scale,
intensive, and automated farming has become the trend in the industry. The realization of …

[HTML][HTML] Visual Sensor Placement Optimization with 3D Animation for Cattle Health Monitoring in a Confined Operation

AA Sourav, JM Peschel - Animals, 2022 - mdpi.com
Simple Summary This paper introduces a new method of finding the best locations to place
video cameras inside large cattle barns to monitor the behavior and health of the animals …

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 …

[PDF][PDF] 基于双金字塔网络的RGB-D 群猪图像分割方法

高云, 廖慧敏, 黎煊, 雷明刚, 余梅, 李小平 - 农业机械学报, 2020 - researchgate.net
为实现群养猪的视觉追踪和行为监测, 针对猪舍中仔猪因拥挤堆叠等习性而导致的目标个体粘连
, 图像分割困难问题, 提出基于双金字塔网络的RGB D 群猪图像分割方法. 该方法基于实例分割 …