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ÇѱÛÁ¦¸ñ(Korean Title) |
Å°³ØÆ® ±íÀÌ Á¤º¸¸¦ ÀÌ¿ëÇÑ °³º° µÅÁöÀÇ Å½Áö |
¿µ¹®Á¦¸ñ(English Title) |
Individual Pig Detection Using Kinect Depth Information |
ÀúÀÚ(Author) |
ÃÖÀå¹Î
ÀÌÁ¾¿í
Á¤¿ëÈ
¹Ú´ëÈñ
Jangmin Choi
Jonguk Lee
Yongwha Chung
Daihee Park
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¿ø¹®¼ö·Ïó(Citation) |
VOL 05 NO. 10 PP. 0319 ~ 0326 (2016. 10) |
Çѱ۳»¿ë (Korean Abstract) |
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¿µ¹®³»¿ë (English Abstract) |
Abnormal situation caused by aggressive behavior of pigs adversely affects the growth of pigs, and comes with an economic loss in intensive pigsties. Therefore, IT-based video surveillance system is needed to monitor the abnormal situations in pigsty continuously in order to minimize the economic demage. In this paper, we propose a new Kinect camera-based monitoring system for the detection of the individual pigs. The proposed system is characterized as follows. 1) The background subtraction method and depth-threshold are used to detect only standing-pigs in the Kinect-depth image. 2) The moving-pigs are labeled as regions of interest. 3) A contour method is proposed and applied to solve the touching-pigs problem in the Kinect-depth image. The experimental results with the depth videos obtained from a pig farm located in Sejong illustrate the efficiency of the proposed method.
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Å°¿öµå(Keyword) |
°³º°µÅÁöŽÁö
±ÙÁ¢¹®Á¦
Å°³ØƮī¸Þ¶ó
¸ð´ÏÅ͸µ½Ã½ºÅÛ
ndividual Pig Detection
Touching Problem
Kinect Camera
Monitoring System
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ÆÄÀÏ÷ºÎ |
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