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基于计算机视觉方法的挤出式生物打印的误差评估与校正

Error assessment and correction for extrusion-based bioprinting using computer vision method.

作者信息

Liu Changxi, Yang Chengliang, Liu Jia, Tang Yujin, Lin Zhengjie, Li Long, Liang Hai, Lu Weijie, Wang Liqiang

机构信息

State Key Laboratory of Metal Matrix Composites, School of Material Science and Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China.

National Center for Translational Medicine, Shanghai Jiao Tong University, Shanghai 200240, China.

出版信息

Int J Bioprint. 2022 Nov 16;9(1):644. doi: 10.18063/ijb.v9i1.644. eCollection 2023.

Abstract

299Bioprinting offers a new approach to addressing the organ shortage crisis. Despite recent technological advances, insufficient printing resolution continues to be one of the reasons that impede the development of bioprinting. Normally, machine axes movement cannot be reliably used to predict material placement, and the printing path tends to deviate from the predetermined designed reference trajectory in varying degrees. Therefore, a computer vision-based method was proposed in this study to correct trajectory deviation and improve printing accuracy. The image algorithm calculated the deviation between the printed trajectory and the reference trajectory to generate an error vector. Furthermore, the axes trajectory was modified according to the normal vector approach in the second printing to compensate for the deviation error. The highest correction efficiency that could be achieved was 91%. More significantly, we discovered that the correction results, for the first time, were in a normal distribution instead of a random distribution.

摘要

生物打印为解决器官短缺危机提供了一种新方法。尽管最近技术取得了进步,但打印分辨率不足仍然是阻碍生物打印发展的原因之一。通常,机器轴的移动不能可靠地用于预测材料放置,并且打印路径往往会在不同程度上偏离预定的设计参考轨迹。因此,本研究提出了一种基于计算机视觉的方法来校正轨迹偏差并提高打印精度。图像算法计算打印轨迹与参考轨迹之间的偏差以生成误差向量。此外,在第二次打印中根据法向量方法修改轴轨迹以补偿偏差误差。能够实现的最高校正效率为91%。更重要的是,我们首次发现校正结果呈正态分布而非随机分布。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5223/9947486/642c9627fda0/IJB-9-1-644-g001.jpg

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