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Advances in horse morphometric measurements using LiDAR

机译:使用激光雷达的马形态测量测量的进展

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摘要

Zoometric measurements have a potential value in differentialing between individuals and within populations. The measurement of body size in horses and livestock plays a significant role in functional longevity, production, and reproductive performance and health. In this context, the measurements obtained without contact by detection systems and visualized by computers could represent a great advance over conventional measurements that are tedious, time consuming and stressful for the animals. This study presents a new approach to taking zoometric measurements of an animal's body based on digital three-dimensional modelling. The capture of the data series was carried out by a LiDAR sensor. The 16 laser beams of the sensor were able to fully scan a horse, performing a 3D reconstruction of the horse's side, through which body measurements were obtained. Five Pura Raza Espanola horses (PRE) (3 stallions and 2 mares) with ages ranging between 5 and 18 years old were scanned. The PRE is the most recognized native Spanish horse population for its census (national and international), cultural and socioeconomic importance. For each horse, 17 zoometric measurements (linear and angular) were taken both manually and using the LiDAR-based system to check the usefullness of this non-invasive technology in obtaining quick livestock measurements while causing minimal stress to the animals. Of the 17 zoometric measurements obtained manually and with the sensor, 10 (58.82%) had a mean relative error that ranged between > 0 and < 10; 5 (29.41%) had an error that ranged >= 10 and < 20; and two (As and ACr) had an error >= 20 (11.76%). A total of 82.5% of the traits studied had an accuracy (v(2)) lower than 5%. Therefore, although this approach could still be improved, it verifies the viability of noncontact measurements of large livestock.
机译:Zoometric测量在个体和人群中有差异的潜在价值。马匹和牲畜中体型的测量在功能寿命,生产和生殖性能和健康中起着重要作用。在这种情况下,通过检测系统而没有接触而获得的测量并被计算机可视化可以代表对动物的繁琐,耗时和压力的传统测量的大进步。本研究提出了一种基于数字三维建模对动物体的Zoometric测量的新方法。数据序列的捕获由LIDAR传感器进行。传感器的16个激光束能够完全扫描马,执行马侧的3D重建,通过该马侧重建,通过该侧面进行身体测量。扫描了五个Pura Raza Espanola马(Pre)(Pre)(3种马和2架马赛),达到5至18岁之间的年龄。这一前是其人口普查(国家和国际),文化和社会经济重视的最知名的西班牙马匹人口。对于每匹马,手动和使用基于LIDAR的系统进行17个Zoometric测量(线性和角度),以检查这种非侵入性技术的用量,以获得快速牲畜测量,同时对动物产生最小的压力。在手动获得的17个Zoometric测量中,10(58.82%)的平均相对误差在> 0和<10之间的平均相对误差; 5(29.41%)的误差范围为> = 10和<20;两个(AS和ACR)出现错误> = 20(11.76%)。研究的82.5%的特性具有低于5%的精度(V(2))。因此,虽然这种方法仍然可以得到改善,但它验证了大型牲畜的非接触测量的可行性。

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