Acta Optica Sinica, Volume. 35, Issue s1, 110002(2015)

Multi-Pig Detection and Tracking Method under the Farm Environment

Duan Yuyao1、*, Ma Li1,2, Wang Hui1, and Liu Gang1
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  • 2[in Chinese]
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    References(25)

    [1] [1] Xu Jianyu, Cui Shaorong, Miao Xiangwen, et al.. Application and prospect of computer vision technology in aquaculture [J]. Transactions of the CSAE, 2005, 21(8): 174-178.

    [2] [2] Ma Li, Ji Bin, Liu Hongshen, et al.. Differentiating profile based on single pig contour[J]. Transactions of the Chinese Society of Agricultural Engineering, 2013, 29(10): 168-174.

    [3] [3] Liu Bo, Zhu Weixing, Yang Jianjun, et al.. Extracting of pig gait frequency feature based on depth image and pig skeleton endpoints analysis[J]. Transactions of the Chinese Society of Agricultural Engineering, 2014,30(10): 131-137.

    [4] [4] Liu Tonghai, Teng Guanghui, Fu Weisen, et al.. Extraction algorithms and applications of pig body size measurement points based on computer vision[J]. Transactions of the Chinese Society of Agricultural Engineering, 2013, 29(2): 161-168.

    [5] [5] Shao B, Xin H. A real-time computer vision assessment and control of thermal comfort for group-housed pigs[J]. Computers and Electronics in Agriculture, 2008, 62(1): 15-21.

    [6] [6] Costa A, Borgonovo F, Leroy T, et al.. Dust concentration variation in relation to animal activity in a pig barn[J]. Biosystems Engineering, 2009, 104(1): 118-124.

    [7] [7] Beattie V E, Walker N, Sneddon I A. Effects of environmental enrichment on behaviour and productivity of growing pigs[J]. Animal Welfare, 1995, 4(3): 207-220.

    [8] [8] Cui Weiguo. Behavioral problems of environmental design in piggery[J], Animal Husbandry and Veterinary Medicine, 2000(zl), 77-81.

    [9] [9] Wang Kaiying. Influence of temperature and humidity about rearing pigs physiology and production targets in piggerys[J]. Transactions of the Chinese Society of Agricultural Engineering, 2002,18(1):99-102.

    [10] [10] Li Zhengbo. Automatic Behavior Analysis System of Pigs Bases on Computer Vision: China, 201410191838.3[P]. 2014-05-08.

    [11] [11] Qiu Zhengjun. A System for Pig Identification Marks in Piggery Bases on Machine Vision:China, CN201310606328.3[P].2013-11-25.

    [12] [12] Cheng Y. Mean shift, mode seeking, and clustering[J]. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 1995, 17(8): 790-799.

    [13] [13] Yang Jie, Zhang Xiang. Video Object Detection and Tracking and its Application[M]. Shanghai: Profile of Shanghai Jiao Tong University Press,2012.

    [17] [17] Gupte S, Masoud O, Martin R F K, et al.. Detection and classification of vehicles[J]. Intelligent Transportation Systems, IEEE Transactions on, 2002, 3(1): 37-47.

    [18] [18] McFarlane N J B, Schofield C P. Segmentation and tracking of piglets in images[J]. Machine Vision and Applications, 1995, 8(3): 187-193.

    [19] [19] Lind N M, Vinther M, Hemmingsen R P, et al.. Validation of a digital video tracking system for recording pig locomotor behaviour[J]. Journal of Neuroscience Methods, 2005, 143(2): 123-132.

    [20] [20] Zhou Yongjun, Yu Shouhua, Qu Jingying. Pig intelligent tracking based on multi-feature Camshift algorithm combined with Kalman filter[J]. Guangdong Agricultural Sciences, 2013, 40(9): 174-177.

    [21] [21] Meier T, Ngan K N. Video segmentation for content-based coding[J]. Circuits and Systems for Video Technology, IEEE Transactions on, 1999, 9(8): 1190-1203.

    [22] [22] Fan Liangzhong, Liu Ying, Yu Xinjie, et al.. Fish motion detecting algorithms based on computer vision technologies[J].Transactions of the CSAE, 2011, 27(7): 226-230.

    [23] [23] Cucchiara R, Grana C, Piccardi M, et al.. Detecting moving objects, ghosts, and shadows in video streams[J]. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 2003, 25(10): 1337-1342.

    [24] [24] Yan Gang, Cui Guodong, Yu Ming. Player detection algorithm based on gaussian mixture models background modeling[J]. Computer Simulation, 2010 (9):258-262.

    [25] [25] Jacques J C S, Jung C R, Raupp Musse S. Background subtraction and shadow detection in grayscale video sequences[C].Computer Graphics and Image Processing, 18th Brazilian Symposium on. IEEE, 2005: 189-196.

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    Duan Yuyao, Ma Li, Wang Hui, Liu Gang. Multi-Pig Detection and Tracking Method under the Farm Environment[J]. Acta Optica Sinica, 2015, 35(s1): 110002

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    Paper Information

    Category: Image Processing

    Received: Jan. 15, 2015

    Accepted: --

    Published Online: Jul. 27, 2015

    The Author Email: Yuyao Duan (duanauto@qq.com)

    DOI:10.3788/aos201535.s110002

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