Automated Detection of Cattle Mounting using Side-View Camera
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Chung, Yongwha | - |
dc.contributor.author | Choi, Dongwhee | - |
dc.contributor.author | Choi, Heesu | - |
dc.contributor.author | Park, Daihee | - |
dc.contributor.author | Chang, Hong-Hee | - |
dc.contributor.author | Kim, Suk | - |
dc.date.accessioned | 2021-09-04T13:20:41Z | - |
dc.date.available | 2021-09-04T13:20:41Z | - |
dc.date.created | 2021-06-18 | - |
dc.date.issued | 2015-08-31 | - |
dc.identifier.issn | 1976-7277 | - |
dc.identifier.uri | https://scholar.korea.ac.kr/handle/2021.sw.korea/92724 | - |
dc.description.abstract | Automatic detection of estrus in cows is important in cattle management. This paper proposes a method of estrus detection by automatically checking cattle mounting. We use a side-view video camera and apply computer vision techniques to detect mounting behavior. In particular, we extract motion information to select a potential mount-up and mount-down motion and then verify the true mounting behavior by considering the direction, magnitude, and history of the mount motion. From experimental results using video data obtained from a Korean native cattle farm, we believe that the proposed method based on the abrupt change of a mounting cow's height and motion history information can be utilized for detecting mounting behavior automatically, even in the case of fence occlusion. | - |
dc.language | English | - |
dc.language.iso | en | - |
dc.publisher | KSII-KOR SOC INTERNET INFORMATION | - |
dc.subject | PEDOMETER | - |
dc.subject | ESTRUS | - |
dc.subject | SYSTEM | - |
dc.title | Automated Detection of Cattle Mounting using Side-View Camera | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Chung, Yongwha | - |
dc.contributor.affiliatedAuthor | Park, Daihee | - |
dc.identifier.doi | 10.3837/tiis.2015.08.024 | - |
dc.identifier.scopusid | 2-s2.0-84940704198 | - |
dc.identifier.wosid | 000364202200024 | - |
dc.identifier.bibliographicCitation | KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, v.9, no.8, pp.3151 - 3168 | - |
dc.relation.isPartOf | KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS | - |
dc.citation.title | KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS | - |
dc.citation.volume | 9 | - |
dc.citation.number | 8 | - |
dc.citation.startPage | 3151 | - |
dc.citation.endPage | 3168 | - |
dc.type.rims | ART | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.description.journalRegisteredClass | kci | - |
dc.relation.journalResearchArea | Computer Science | - |
dc.relation.journalResearchArea | Telecommunications | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Information Systems | - |
dc.relation.journalWebOfScienceCategory | Telecommunications | - |
dc.subject.keywordPlus | PEDOMETER | - |
dc.subject.keywordPlus | ESTRUS | - |
dc.subject.keywordPlus | SYSTEM | - |
dc.subject.keywordAuthor | IT-Agriculture | - |
dc.subject.keywordAuthor | Estrus detection | - |
dc.subject.keywordAuthor | Video monitoring | - |
dc.subject.keywordAuthor | Mounting behavior | - |
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