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

Junkwang Kim; Woo Young Jung; Soon Kwon; Young Duk Kim

doi:10.1109/IIAI-AAI.2015.205

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

Junkwang Kim, Woo Young Jung, Soon Kwon, Young Duk Kim

Division of Automotive Technology

Daegu Gyeongbuk Institute of Science and Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

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.

Original language	English
Title of host publication	Proceedings - 2015 IIAI 4th International Congress on Advanced Applied Informatics, IIAI-AAI 2015
Editors	Sachio Hirokawa, Kiyota Hashimoto, Tokuro Matsuo, Tsunenori Mine
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	717-718
Number of pages	2
ISBN (Electronic)	9781479999583
DOIs	https://doi.org/10.1109/IIAI-AAI.2015.205
State	Published - 6 Jan 2016
Event	4th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2015 - Okayama, Japan Duration: 12 Jul 2015 → 16 Jul 2015

Publication series

Name	Proceedings - 2015 IIAI 4th International Congress on Advanced Applied Informatics, IIAI-AAI 2015

Conference

Conference	4th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2015
Country/Territory	Japan
City	Okayama
Period	12/07/15 → 16/07/15

Bibliographical note

Publisher Copyright:
© 2015 IEEE.

Keywords

camera
cattle
detection
marker
shed

Access to Document

10.1109/IIAI-AAI.2015.205

Cite this

Kim, J., Jung, W. Y., Kwon, S., & Kim, Y. D. (2016). A Detection Method Based on a Marker Attached on the Cattle in the Shed. In S. Hirokawa, K. Hashimoto, T. Matsuo, & T. Mine (Eds.), Proceedings - 2015 IIAI 4th International Congress on Advanced Applied Informatics, IIAI-AAI 2015 (pp. 717-718). Article 7374004 (Proceedings - 2015 IIAI 4th International Congress on Advanced Applied Informatics, IIAI-AAI 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IIAI-AAI.2015.205

Kim, Junkwang ; Jung, Woo Young ; Kwon, Soon et al. / A Detection Method Based on a Marker Attached on the Cattle in the Shed. Proceedings - 2015 IIAI 4th International Congress on Advanced Applied Informatics, IIAI-AAI 2015. editor / Sachio Hirokawa ; Kiyota Hashimoto ; Tokuro Matsuo ; Tsunenori Mine. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 717-718 (Proceedings - 2015 IIAI 4th International Congress on Advanced Applied Informatics, IIAI-AAI 2015).

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title = "A Detection Method Based on a Marker Attached on the Cattle in the Shed",

abstract = "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.",

keywords = "camera, cattle, detection, marker, shed",

author = "Junkwang Kim and Jung, {Woo Young} and Soon Kwon and Kim, {Young Duk}",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 4th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2015 ; Conference date: 12-07-2015 Through 16-07-2015",

year = "2016",

month = jan,

day = "6",

doi = "10.1109/IIAI-AAI.2015.205",

language = "English",

series = "Proceedings - 2015 IIAI 4th International Congress on Advanced Applied Informatics, IIAI-AAI 2015",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "717--718",

editor = "Sachio Hirokawa and Kiyota Hashimoto and Tokuro Matsuo and Tsunenori Mine",

booktitle = "Proceedings - 2015 IIAI 4th International Congress on Advanced Applied Informatics, IIAI-AAI 2015",

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Kim, J, Jung, WY, Kwon, S & Kim, YD 2016, A Detection Method Based on a Marker Attached on the Cattle in the Shed. in S Hirokawa, K Hashimoto, T Matsuo & T Mine (eds), Proceedings - 2015 IIAI 4th International Congress on Advanced Applied Informatics, IIAI-AAI 2015., 7374004, Proceedings - 2015 IIAI 4th International Congress on Advanced Applied Informatics, IIAI-AAI 2015, Institute of Electrical and Electronics Engineers Inc., pp. 717-718, 4th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2015, Okayama, Japan, 12/07/15. https://doi.org/10.1109/IIAI-AAI.2015.205

A Detection Method Based on a Marker Attached on the Cattle in the Shed. / Kim, Junkwang; Jung, Woo Young; Kwon, Soon et al.
Proceedings - 2015 IIAI 4th International Congress on Advanced Applied Informatics, IIAI-AAI 2015. ed. / Sachio Hirokawa; Kiyota Hashimoto; Tokuro Matsuo; Tsunenori Mine. Institute of Electrical and Electronics Engineers Inc., 2016. p. 717-718 7374004 (Proceedings - 2015 IIAI 4th International Congress on Advanced Applied Informatics, IIAI-AAI 2015).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - 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.

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KW - cattle

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KW - marker

KW - shed

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BT - Proceedings - 2015 IIAI 4th International Congress on Advanced Applied Informatics, IIAI-AAI 2015

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A2 - Hashimoto, Kiyota

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PB - Institute of Electrical and Electronics Engineers Inc.

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Kim J, Jung WY, Kwon S , Kim YD. A Detection Method Based on a Marker Attached on the Cattle in the Shed. In Hirokawa S, Hashimoto K, Matsuo T, Mine T, editors, Proceedings - 2015 IIAI 4th International Congress on Advanced Applied Informatics, IIAI-AAI 2015. Institute of Electrical and Electronics Engineers Inc. 2016. p. 717-718. 7374004. (Proceedings - 2015 IIAI 4th International Congress on Advanced Applied Informatics, IIAI-AAI 2015). doi: 10.1109/IIAI-AAI.2015.205

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

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