Smart Decision-Support System for Pig Farming
文献类型：期刊论文
| 作者 | Wang, Hao4,5; Li, Boyang4; Zhong, Haoming3; Xu, Ahong3; Huang, Yingjie3; Zou, Jingfu3; Chen, Yuanyuan4; Wu, Pengcheng4; Chen, Yiqiang2; Leung, Cyril1,4,5 |
| 刊名 | DRONES
 |
| 出版日期 | 2022-12-01 |
| 卷号 | 6期号:12页码:13 |
| 关键词 | smart agriculture pig farming |
| DOI | 10.3390/drones6120389 |
| 英文摘要 | 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. |
| WOS研究方向 | Remote Sensing |
| 语种 | 英语 |
| WOS记录号 | WOS:000901237300001 |
| 出版者 | MDPI |
| 源URL | [http://119.78.100.204/handle/2XEOYT63/20190]  |
| 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.Univ British Columbia, Fac Appl Sci, Vancouver, BC V6T 1Z3, Canada 2.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China 3.Webank, Shenzhen 518052, Peoples R China 4.Nanyang Technol Univ, Sch Comp Sci & Engn, Singapore 639798, Singapore 5.China Singapore Int Joint Res Inst, Guangzhou 510700, Peoples R China |
| 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. |
入库方式： OAI收割
来源：计算技术研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。