Automated Detection of Cattle Mounting using Side-View Camera

Citations

WEB OF SCIENCE

21
Citations

SCOPUS

27

초록

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

IT-Agriculture; Estrus detection; Video monitoring; Mounting behavior; PEDOMETER; ESTRUS; SYSTEM
제목
Automated Detection of Cattle Mounting using Side-View Camera
저자
Chung, Yongwha; Choi, Dongwhee; Choi, Heesu; Park, Daihee; Chang, Hong-Hee; Kim, Suk
DOI
10.3837/tiis.2015.08.024
발행일
2015-08-31
유형
Article
저널명
KSII Transactions on Internet and Information Systems
권
9
호
8
페이지
3151 ~ 3168