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An Embedded System Device to Monitor Farrowing

  • Mahidol University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Citations (Scopus)

Abstract

Crucial for successful farrowing in swine production is the monitoring of health and welfare of pigs from insemination to farrowing and lactation. Although most are naturally farrowed, a significant number of piglets are lost due to fetal hypoxia. Common causes are ruptured umbilical cords, getting stuck in the birth canal, and exhaustion of sow. Prompt assistance offered by farmers can save lives of many piglets. Time is critical. Minutes of delay could mean another loss. Around-the-clock monitoring, at the same time, is not only labor-intensive but also a financial burden for farm management. One of the keys toward better assessment of the right timing for farmworkers to attend to a farrow with minimal wait-around time - first and foremost - is to collect and analyze the detailed timing of the farrowing process. Bringing digital technology of embedded systems to farming, we developed a monitoring device capable of continuously recording a video of a sow. Farrowing videos were collected for seven weeks. Graphical visualization and statistical analysis of the data were evaluated. Employing computer vision and machine intelligence, we proposed a methodology for extracting features and training a classifier to automatically detect the firstborn piglet. Preliminary image processing results are presented.

Original languageEnglish
Title of host publicationICAICTA 2018 - 5th International Conference on Advanced Informatics
Subtitle of host publicationConcepts Theory and Applications
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages208-213
Number of pages6
ISBN (Electronic)9781538648049
DOIs
Publication statusPublished - 20 Nov 2018
Event5th International Conference on Advanced Informatics: Concepts Theory and Applications, ICAICTA 2018 - Krabi, Thailand
Duration: 14 Aug 201817 Aug 2018

Publication series

NameICAICTA 2018 - 5th International Conference on Advanced Informatics: Concepts Theory and Applications

Conference

Conference5th International Conference on Advanced Informatics: Concepts Theory and Applications, ICAICTA 2018
Country/TerritoryThailand
CityKrabi
Period14/08/1817/08/18

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