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用于鉴定育肥羔羊和代孕羔羊身份的视网膜图像识别。

Retinal image recognition for verifying the identity of fattening and replacement lambs.

机构信息

Grup de Recerca en Remugants (G2R), Departament de Ciència Animal i dels Aliments, Universitat Autonòma de Barcelona, 08193 Bellaterra, Spain.

出版信息

J Anim Sci. 2011 Aug;89(8):2603-13. doi: 10.2527/jas.2010-3197. Epub 2011 Feb 4.

Abstract

With the objective of verifying the presumed identity of sheep in a traceability study based on visual ear tags and electronic boluses, retinal image recognition was used as an auditing biomarker on 152 lambs of 2 dairy breeds (Manchega, n=82; Lacaune, n=70). Lambs were identified with temporary ear tags (birth to weaning), and with official ear tags and electronic mini-boluses (weaning to yearling). At 3 mo of age, 58 lambs were recruited for flock replacement, and the rest were transported to a slaughterhouse. Retinal images (RI) and capturing times (CT) were recorded from the left and right eyes of each lamb in duplicate and by the same operator using an OptiReader device (Optibrand, Fort Collins, CO) at 3, 6, and 12 mo of age in 152, 58, and 58 lambs, respectively. The 3-mo RI were used as reference images and to assess operator training and accuracy of the technique. Intra- and inter-age comparisons were made to obtain the matching score (MS; 0 to 100) of pairs of RI from the same eye, using Optibrand's software. Operator skill improved with training sessions, but MS reached a plateau after the sixth session (264 images; MS=93.2 ± 1.5). Values of CT also decreased in trained compared with untrained operators (63 ± 5 vs. 144 ± 15 s, respectively; P < 0.001). Training data were eliminated from further analysis. Matching exclusion criteria were estimated from trained operator images at random (804 images) using a nonparametric receiver operating characteristic curve analysis for MS=70. No breed, eye, or age effects were detected in the MS intra-age comparisons at 3-, 6-, and 12-mo periods, which averaged 96.3 ± 0.3. Capturing time was longer in Lacaune than in Manchega lambs (P < 0.01) and decreased by age (34 ± 4 and 21 ± 2 s, for 6- and 12-mo periods, respectively; P < 0.001). Regarding lamb traceability, 2.8% temporary ear tags were lost from birth to weaning (traceability, 97.2%), but no official ear tag or mini-bolus losses were reported from weaning to yearling (traceability, 100%). Inter-age MS comparison, used as the biomarker for traceability auditing, did not vary by age or breed, on average being 92.6 ± 0.5. Using the 3-mo RI as reference, all 6- and 12-mo RI showed MS >70, which supported 100% lamb traceability. In conclusion, retinal imaging was an accurate technique for auditing the identity of living lambs from weaning to yearling.

摘要

为了验证基于可视耳标和电子丸剂的溯源研究中绵羊的假定身份,本研究将视网膜图像识别用作一种审计生物标志物,对 2 个奶绵羊品种(曼彻格羊,n=82;拉考恩羊,n=70)的 152 只羔羊进行了研究。羔羊在哺乳期(出生至断奶)使用临时耳标进行识别,断奶至育肥期使用官方耳标和电子小丸剂进行识别。在 3 月龄时,58 只羔羊被招募用于羊群更替,其余羔羊被运往屠宰场。使用 OptiReader 设备(Optibrand,科罗拉多州柯林斯堡),由同一名操作人员在 3、6 和 12 月龄时,分别对每只羔羊的左右眼重复拍摄 2 次视网膜图像(RI)和捕捉时间(CT)。在 152、58 和 58 只羔羊中,分别在 3、6 和 12 月龄记录 3 月龄 RI,用作参考图像,并评估操作人员的培训和技术的准确性。进行了同龄内和不同龄间的比较,以获得来自同一只眼的 RI 的匹配得分(MS;0 至 100),使用 Optibrand 的软件。随着培训课程的进行,操作人员的技能有所提高,但在第六次课程后(264 张图像;MS=93.2±1.5)达到了一个平台期。与未经培训的操作人员相比,受过培训的操作人员的 CT 也有所降低(63±5 与 144±15 s,分别;P<0.001)。从进一步分析中删除了培训数据。使用非参数接收者操作特征曲线分析,对经过训练的操作人员的随机图像(804 张)进行了匹配排除标准的估计,得到 MS=70。在 3、6 和 12 月龄期间,同龄内 MS 比较中未检测到品种、眼睛或年龄的影响,平均为 96.3±0.3。拉考恩羊的捕捉时间长于曼彻格羊(P<0.01),且随年龄的增长而减少(6 和 12 月龄时分别为 34±4 和 21±2 s;P<0.001)。关于羔羊溯源,从出生到断奶期间,有 2.8%的临时耳标丢失(溯源率,97.2%),但从断奶到育肥期,没有官方耳标或小丸剂丢失的报告(溯源率,100%)。作为溯源审计的生物标志物,不同龄间的 MS 比较没有因年龄或品种而异,平均为 92.6±0.5。使用 3 月龄 RI 作为参考,所有 6 月龄和 12 月龄 RI 的 MS 均>70,这支持了 100%的羔羊溯源。总之,视网膜成像技术是一种准确的技术,可用于从断奶到育肥期对羔羊的身份进行审计。

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