Transparent Slide Detection and Gripper Design for Slide Transport by Robotic Arm

M. Kucarov, Mátyás Takács, B. Molnár, M. Kozlovszky
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引用次数: 2

Abstract

Transparent slide detection, pick and place automation are obtained in order to boost speed, accuracy and smooth workflow between slide coverslipping and digital scanning operation in digital pathology. Fully automatic, precise, robust solution has been developed by robotic arm using computer vision and image processing techniques. Magazine (slide holder) and gripper design, camera selection and mapping to robot base coordinate system are all guided. Python based software algorithms for slide detection and 3D position determination applied in dynamically changeable environment are also explained step by step. Complete automatic process control method is implemented and tested for different types of slide.
机械臂透明滑动检测与抓取器设计
透明的玻片检测,取片和放置自动化,以提高速度,准确性和平滑的工作流程之间的玻片覆盖和数字病理数字扫描操作。利用计算机视觉和图像处理技术,开发了机械臂全自动、精确、鲁棒的解决方案。指导弹匣(滑座)和夹持器的设计、相机的选择和机器人基座坐标系的映射。在动态变化的环境中,逐步介绍了基于Python的滑动检测和三维位置确定软件算法。针对不同类型的滑梯,实现了全自动过程控制方法并进行了试验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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