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Automated Detection of Cattle Mounting using Side-View Camera
- Chung, Yongwha;
- Choi, Dongwhee;
- Choi, Heesu;
- Park, Daihee;
- Chang, Hong-Hee;
- ... Kim, Suk
WEB OF SCIENCE
21SCOPUS
27초록
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.
키워드
- 제목
- Automated Detection of Cattle Mounting using Side-View Camera
- 저자
- Chung, Yongwha; Choi, Dongwhee; Choi, Heesu; Park, Daihee; Chang, Hong-Hee; Kim, Suk
- 발행일
- 2015-08-31
- 유형
- Article
- 권
- 9
- 호
- 8
- 페이지
- 3151 ~ 3168
- 언어
- ENG
- 출판사
- KSII-KOR SOC INTERNET INFORMATION
- 발행국가
- 대한민국
- 분량
- 18 페이지
- ISSN
- E 1976-7277
P 1976-7277