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不同種屬骨顆粒腔隙結(jié)構(gòu)Micro-CT三維可視化表征方法
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財政部和農(nóng)業(yè)農(nóng)村部:現(xiàn)代農(nóng)業(yè)產(chǎn)業(yè)技術(shù)體系建設(shè)專項(CARS-36)和教育部創(chuàng)新團隊發(fā)展計劃項目(IRT1293)


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

    基于水生、陸生動物源肉骨粉骨顆粒顯微腔隙形態(tài)結(jié)構(gòu)的不同,,提出了一種不同種屬骨顆粒腔隙形態(tài)結(jié)構(gòu)的Micro-CT原位三維可視化表征方法,。以魚、牛,、豬和雞骨顆粒為研究對象,,利用Bruker Skyscan 1275型Micro-CT,在掃描條件優(yōu)化的基礎(chǔ)上,,對各樣品進行了掃描和重構(gòu)條件優(yōu)化,,比較了全局(Global)、全局自適應(yīng)(Otsu),、K-means全局聚類(K-means),、局部自適應(yīng)均值(Adaptive mean-C)和局部自適應(yīng)中值(Adaptive median-C)等圖像閾值分割算法對骨顆粒顯微腔隙成像的分割效果,。優(yōu)化的Micro-CT掃描條件為電壓80kV、電流125μA,,圖像分辨率8μm,、旋轉(zhuǎn)步長0.20°、曝光時間46ms和360°掃描,;圖像三維重構(gòu)條件為Smoothing 1,、Post-Alignment 0、Ring-Artifacts 3和Beam-hardening 30%,;采用局部自適應(yīng)均值法的骨顆粒成像效果最佳,,其最優(yōu)參數(shù)確定為WS為5,C為0,。不同動物源骨顆粒腔隙結(jié)構(gòu)的Micro-CT原位三維可視化表征結(jié)果與其顯微鏡標(biāo)準(zhǔn)方法的結(jié)果較為一致,。研究結(jié)果為水生和陸生動物源飼料快速、無損判別提供了技術(shù)支撐,。

    Abstract:

    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,張合虎,高冰,劉賢,韓魯佳.不同種屬骨顆粒腔隙結(jié)構(gòu)Micro-CT三維可視化表征方法[J].農(nóng)業(yè)機械學(xué)報,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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  • 在線發(fā)布日期: 2022-09-10
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