Instance segmentation based on mask scoring R-CNN for group-housed pigs

S Tu, H Liu, J Li, J Huang, B Li… - … and Application (ICCEA …, 2020 - ieeexplore.ieee.org
Pig instance segmentation is a challenging task for group-housed pigs in complex scenes
due to variable light and pig's occlusion. In this paper, an instance segmentation approach …

Lamb behaviors analysis using a predictive cnn model and a single camera

Y González-Baldizón, M Pérez-Patricio… - Applied Sciences, 2022 - mdpi.com
Object tracking is the process of estimating in time N the location of one or more moving
element through an agent (camera, sensor, or other perceptive device). An important …

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 …

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 …

基于机器视觉的母猪哺乳行为监测方法研究.

刘亚楠, 沈明霞, 刘龙申, 陈佳… - Journal of Nanjing …, 2022 - search.ebscohost.com
[目的] 针对母猪哺乳行为及哺乳时长的自动化监测水平低, 人工观测费时费力等问题ꎬ
提出一种基于YOLOv5 结合db4 小波的方法ꎬ 实现非接触式母猪哺乳行为的判定和哺乳时长的 …

Head and Tail Identification Method for Group-housed Pigs Based on YOLO v3 and Pictorial Structure Model

LI Bo, S Mingxia, LIU Longshen, LU Mingzhou… - Nongye Jixie Xuebao …, 2020 - nyjxxb.net
For automatic behavior monitoring of group-housed pigs in video surveillance, pig head/tail
identification has important significance to improve the level of behavior recognition. A head …