Smart Decision-Support System for Pig Farming Article Swipe
Hao Wang
,
Boyang Li
,
Haoming Zhong
,
Ahong Xu
,
Yingjie Huang
,
Jingfu Zou
,
Yuanyuan Chen
,
Pengcheng Wu
,
Yiqiang Chen
,
Cyril Leung
,
Chunyan Miao
·
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.3390/drones6120389
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.3390/drones6120389
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.
Related Topics
Concepts
Image stitching
Production (economics)
Agriculture
Decision support system
Process (computing)
Computer science
Productivity
Population
Pig farming
Segmentation
Business
Process management
Artificial intelligence
Geography
Animal production
Economics
Economic growth
Demography
Operating system
Animal science
Sociology
Biology
Macroeconomics
Archaeology
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.3390/drones6120389
- https://www.mdpi.com/2504-446X/6/12/389/pdf?version=1670166939
- OA Status
- gold
- Cited By
- 3
- References
- 44
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4311014452
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4311014452Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.3390/drones6120389Digital Object Identifier
- Title
-
Smart Decision-Support System for Pig FarmingWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2022Year of publication
- Publication date
-
2022-11-30Full publication date if available
- Authors
-
Hao Wang, Boyang Li, Haoming Zhong, Ahong Xu, Yingjie Huang, Jingfu Zou, Yuanyuan Chen, Pengcheng Wu, Yiqiang Chen, Cyril Leung, Chunyan MiaoList of authors in order
- Landing page
-
https://doi.org/10.3390/drones6120389Publisher landing page
- PDF URL
-
https://www.mdpi.com/2504-446X/6/12/389/pdf?version=1670166939Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://www.mdpi.com/2504-446X/6/12/389/pdf?version=1670166939Direct OA link when available
- Concepts
-
Image stitching, Production (economics), Agriculture, Decision support system, Process (computing), Computer science, Productivity, Population, Pig farming, Segmentation, Business, Process management, Artificial intelligence, Geography, Animal production, Economics, Economic growth, Demography, Operating system, Animal science, Sociology, Biology, Macroeconomics, ArchaeologyTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
3Total citation count in OpenAlex
- Citations by year (recent)
-
2024: 2, 2023: 1Per-year citation counts (last 5 years)
- References (count)
-
44Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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