A Detection Method Based on a Marker Attached on the Cattle in the Shed

We propose an object detection method for monitoring the cattle in the shed. We attach a color marker on the cattle and capture video from a camera on the frame in the shed. First we analyse the color distribution of the shed environment and determine the color of marker being complementary of those...

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Bibliographic Details
Published in2015 IIAI 4th International Congress on Advanced Applied Informatics pp. 717 - 718
Main Authors Junkwang Kim, Woo Young Jung, Soon Kwon, Young Duk Kim
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.07.2015
Subjects
Algorithm design and analysis
camera
Cameras
cattle
Cows
detection
Floors
Image color analysis
marker
Monitoring
Real-time systems
shed
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Summary:We propose an object detection method for monitoring the cattle in the shed. We attach a color marker on the cattle and capture video from a camera on the frame in the shed. First we analyse the color distribution of the shed environment and determine the color of marker being complementary of those of the shed. Then we detect the marker from the natural scene of the video using an algorithm based primarily on Hue, Saturation, Value (HSV) channel, and Filtering method.
ISBN:1479999571
9781479999576
DOI:10.1109/IIAI-AAI.2015.205