Smart Decision-Support System for Pig Farming

doi:10.3390/drones6120389

	Smart Decision-Support System for Pig Farming
	Wang, Hao 1,2; Li, Boyang 2; Zhong, Haoming 3; Xu, Ahong 3; Huang, Yingjie 3; Zou, Jingfu 3; Chen, Yuanyuan 2; Wu, Pengcheng 2; Chen, Yiqiang 4; Leung, Cyril 1,2,5; Miao, Chunyan 2
	2022-12-01
发表期刊	DRONES
卷号	6 期号:12 页码:13
摘要	There are multiple participants, such as farmers, wholesalers, retailers, financial institutions, etc., involved in the modern food production process. All of these participants and stakeholders have a shared goal, which is to gather information on the food production process so that they can make appropriate decisions to increase productivity and reduce risks. However, real-time data collection and analysis continue to be difficult tasks, particularly in developing nations, where agriculture is the primary source of income for the majority of the population. In this paper, we present a smart decision-support system for pig farming. Specifically, we first adopt rail-based unmanned vehicles to capture pigsty images. We then conduct image stitching to avoid double-counting pigs so that we can use image segmentation method to give precise masks for each pig. Based on the segmentation masks, the pig weights can be estimated, and data can be integrated in our developed mobile app. The proposed system enables the above participants and stakeholders to have real-time data and intelligent analysis reports to help their decision-making.
关键词	smart agriculture pig farming
DOI	10.3390/drones6120389
收录类别	SCI
语种	英语
WOS研究方向	Remote Sensing
WOS类目	Remote Sensing
WOS记录号	WOS:000901237300001
出版者	MDPI
引用统计	被引频次：2[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/20191
专题	中国科学院计算技术研究所期刊论文
通讯作者	Li, Boyang; Leung, Cyril; Miao, Chunyan
作者单位	1.China Singapore Int Joint Res Inst, Guangzhou 510700, Peoples R China 2.Nanyang Technol Univ, Sch Comp Sci & Engn, Singapore 639798, Singapore 3.Webank, Shenzhen 518052, Peoples R China 4.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China 5.Univ British Columbia, Fac Appl Sci, Vancouver, BC V6T 1Z3, Canada
推荐引用方式 GB/T 7714	Wang, Hao,Li, Boyang,Zhong, Haoming,et al. Smart Decision-Support System for Pig Farming[J]. DRONES,2022,6(12):13.
APA	Wang, Hao.,Li, Boyang.,Zhong, Haoming.,Xu, Ahong.,Huang, Yingjie.,...&Miao, Chunyan.(2022).Smart Decision-Support System for Pig Farming.DRONES,6(12),13.
MLA	Wang, Hao,et al."Smart Decision-Support System for Pig Farming".DRONES 6.12(2022):13.