POSSIBILITY OF EARLY DETECTION OF BOVINE MASTITIS IN DAIRY COWS USING THERMAL IMAGES PROCESSING

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GOLZARIAN M.R.; SOLTANALI H.; DOOSTI IRANI O.; EBRAHIMI S.H.

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Journal: IRANIAN JOURNAL OF APPLIED ANIMAL SCIENCE Year:2017 | Volume:7 | Issue:4 Page(s): 549-557

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Title

POSSIBILITY OF EARLY DETECTION OF BOVINE MASTITIS IN DAIRY COWS USING THERMAL IMAGES PROCESSING

Author(s)

GOLZARIAN M.R. | SOLTANALI H. | DOOSTI IRANI O. | EBRAHIMI S.H. | Issue Writer Certificate

Keywords

ANIMAL HEALTHQ1

BOVINE MASTITISQ1

CALIFORNIA MASTITIS TESTQ1

SOMATIC CELL COUNTQ1

THERMAL IMAGEQ1

Abstract

Bovine mastitis (BM) is a prevalent condition on dairy farms, affecting both livestock health and reducing profitability. This study investigated the feasibility of diagnosing BM in Holstein dairy cattle using thermography. To increase the detection between healthy cattle and unhealthy one and to better compare the results from THERMAL IMAGEs, a number of parameters including SOMATIC CELL COUNT (SCC) and CALIFORNIA MASTITIS TEST (CMT) were adopted. The result of non-parametric Spearman's Rho test showed that there was aninverse correlation (R=-0.97) between SSC factor and milk production records. BOVINE MASTITIS diagnosis results obtained from processing THERMAL IMAGEs showed that the average temperature difference between unhealthy and healthy tissues was 0.44 °C. The detection accuracy of this method was 57.3%. The results from processing the THERMAL IMAGEs showed that the thermal imaging camera was able to detect small tem-perature difference on the skin sometimes due to the effects of factors, such as non-uniform light irradiation and the presence or absence of hair or skin lesions on udder surface, which are not necessarily the studied factors. Therefore, it is suggested that parameters such as udder’s touching to groin, hair on udder, reduced light effect and skin lesions in order to improve the precision in the thermo graphic diagnosis of BM also be controlled future studies.

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APA: Copy

GOLZARIAN, M.R., SOLTANALI, H., DOOSTI IRANI, O., & EBRAHIMI, S.H.. (2017). POSSIBILITY OF EARLY DETECTION OF BOVINE MASTITIS IN DAIRY COWS USING THERMAL IMAGES PROCESSING. IRANIAN JOURNAL OF APPLIED ANIMAL SCIENCE, 7(4 ), 549-557. SID. https://sid.ir/paper/249896/en

Vancouver: Copy

GOLZARIAN M.R., SOLTANALI H., DOOSTI IRANI O., EBRAHIMI S.H.. POSSIBILITY OF EARLY DETECTION OF BOVINE MASTITIS IN DAIRY COWS USING THERMAL IMAGES PROCESSING. IRANIAN JOURNAL OF APPLIED ANIMAL SCIENCE[Internet]. 2017;7(4 ):549-557. Available from: https://sid.ir/paper/249896/en

IEEE: Copy

M.R. GOLZARIAN, H. SOLTANALI, O. DOOSTI IRANI, and S.H. EBRAHIMI, “POSSIBILITY OF EARLY DETECTION OF BOVINE MASTITIS IN DAIRY COWS USING THERMAL IMAGES PROCESSING,” IRANIAN JOURNAL OF APPLIED ANIMAL SCIENCE, vol. 7, no. 4 , pp. 549–557, 2017, [Online]. Available: https://sid.ir/paper/249896/en

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