不同种属骨颗粒腔隙结构Micro-CT三维可视化表征方法
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财政部和农业农村部:现代农业产业技术体系建设专项(CARS-36)和教育部创新团队发展计划项目(IRT1293)


Micro-CT 3D Visualization Method of Different Species’ Osseous Lacuna Morphological Structure
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    摘要:

    基于水生、陆生动物源肉骨粉骨颗粒显微腔隙形态结构的不同,提出了一种不同种属骨颗粒腔隙形态结构的Micro-CT原位三维可视化表征方法。以鱼、牛、猪和鸡骨颗粒为研究对象,利用Bruker Skyscan 1275型Micro-CT,在扫描条件优化的基础上,对各样品进行了扫描和重构条件优化,比较了全局(Global)、全局自适应(Otsu)、K-means全局聚类(K-means)、局部自适应均值(Adaptive mean-C)和局部自适应中值(Adaptive median-C)等图像阈值分割算法对骨颗粒显微腔隙成像的分割效果。优化的Micro-CT扫描条件为电压80kV、电流125μA,图像分辨率8μm、旋转步长0.20°、曝光时间46ms和360°扫描;图像三维重构条件为Smoothing 1、Post-Alignment 0、Ring-Artifacts 3和Beam-hardening 30%;采用局部自适应均值法的骨颗粒成像效果最佳,其最优参数确定为WS为5,C为0。不同动物源骨颗粒腔隙结构的Micro-CT原位三维可视化表征结果与其显微镜标准方法的结果较为一致。研究结果为水生和陆生动物源饲料快速、无损判别提供了技术支撑。

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    Meat and bone meal is the main food transmission chain of Bovine Spongiform Encephalopathy. The research on the detection method of meat and bone meal in feed has been one of the key tasks in the field of feed safety in the world. In view of the differences in the microscopic lacunae of bone powders from aquatic and terrestrial animals, a method of Micro-CT in-situ three-dimensional visualization of the lacunae of bone particles of different species was proposed. Taking fish, bovine, porcine and chicken bone particles as research objects, Bruker Skyscan 1275 Micro-CT was used to optimize scanning and reconstruction conditions of each sample on the basis of scanning condition optimization. Global, Otsu, K-means clustering, Adaptive mean-C and Adaptive median-C were compared for the segmentation effect of bone particle microscopic lacunar imaging. The optimized Micro-CT scanning conditions were as follows: voltage 80kV, current 125μA, image resolution 8μm, rotation step 0.20°, exposure time 46 ms and scanning 360°. Smoothing 1, Post-Alignment 0, Ring-Artifacts 3, and Beam-hardening 30% were used for three-dimensional reconstruction. The local adaptive mean method had the best imaging effect of bone particles, and its optimal parameters WS was 5, C was 0. The results of Micro-CT in-situ three-dimensional visualization of the lacunae structure of bone particles from different animal sources were in good agreement with the results of microscope standard method. The results provided a method for rapid and nondestructive discriminant analysis of aquatic and terrestrial animals feed.

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朱瀛,解茹越,张合虎,高冰,刘贤,韩鲁佳.不同种属骨颗粒腔隙结构Micro-CT三维可视化表征方法[J].农业机械学报,2022,53(9):374-381. ZHU Ying, XIE Ruyue, ZHANG Hehu, GAO Bing, LIU Xian, HAN Lujia. Micro-CT 3D Visualization Method of Different Species’ Osseous Lacuna Morphological Structure[J]. Transactions of the Chinese Society for Agricultural Machinery,2022,53(9):374-381.

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  • 收稿日期:2021-10-28
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  • 在线发布日期: 2022-09-10
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