Detection of Dairy Cow Mastitis From Thermal Images by Data Enhancement and Improved ResNet34

ZHANG Qian; YANG Ying; LIU Gang; WU Xiao; NING Yuan-lin

doi:10.3964/j.issn.1000-0593(2023)01-0280-09

Spectroscopy and Spectral Analysis, Volume. 43, Issue 1, 280(2023)

Detection of Dairy Cow Mastitis From Thermal Images by Data Enhancement and Improved ResNet34

ZHANG Qian¹, YANG Ying¹, LIU Gang^1,2,3, WU Xiao¹, and NING Yuan-lin¹

Author Affiliations

¹[in Chinese]

²[in Chinese]

³[in Chinese]

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References(8)

[7] [7] Caroline Viguier, Sushrut Arora, Niamh Gilmartin, et al. Trends in Biotechnology, 2009, 27(8): 486.

[8] [8] Kucukonder, Hande, Uckardes, et al. Pakistan Veterinary Journal, 2015, 35(4): 441.

[9] [9] Berry R J, Kennedy A D, Scott S L, et al. Canadian Journal of Animal Science, 2003, 83(4): 687.

[10] [10] Mauro Zaninelli, Veronica Redaelli, Fabio Luzi, et al. Sensors, 2018, 18(3): 862.

[11] [11] Bartolomé M J, Snchez. Animal, 2013, 7(12): 2044.

[12] [12] Sathiyabarathi M, Jeyakumar, et al. Indian Journal of Animal Sciences, 2018, 88(6): 694.

[13] [13] Metzner M, Sauter-Louis C, Seemueller A, et al. The Veterinary Journal, 2014, 199(1): 57.

[16] [16] Xudong, Xi, Ningning, et al. Computers and Electronics in Agriculture, 2020, 178: 105754.

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ZHANG Qian, YANG Ying, LIU Gang, WU Xiao, NING Yuan-lin. Detection of Dairy Cow Mastitis From Thermal Images by Data Enhancement and Improved ResNet34[J]. Spectroscopy and Spectral Analysis, 2023, 43(1): 280

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Paper Information

Received: Jan. 11, 2022

Accepted: --

Published Online: Mar. 28, 2023

The Author Email:

DOI:10.3964/j.issn.1000-0593(2023)01-0280-09

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