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 …
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 …
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
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 …
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 …
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 …
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 …
identification has important significance to improve the level of behavior recognition. A head …