基于Kinect视觉处理的移植操作避障研究与开发

Q4 Biochemistry, Genetics and Molecular Biology
Kaikang Chen, Yanwei Yuan, Bo Zhao, Liming Zhou, R. Li, K. Niu, Ming-Zhong Xu, Chang-Hui Wang, na Han, Xinhai Jin, Yongjun Zheng
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引用次数: 2

摘要

:为避免移栽过程中对植物的伤害,提出了一种基于Kinect机器视觉系统与低伤害移栽末端执行器相结合的移栽方法,以减少移栽过程中移栽末端执行器对茎叶的伤害。设计的倾斜机械手可以避开秧苗在移栽过程中自身的特点,避开障碍物。在实验条件下,Kinect视觉处理系统辅助的倾斜移栽机械手叶片损伤率为4.70%,茎弯曲率为16.70%,基质完整性为83.45%,移栽质量参数为87.36%。单次移栽完成时间为8.32±0.4 s,结果证明基于机器视觉系统的低损伤移栽机械手可以有效降低茎叶的损伤率。这种避障移栽方法可以推广到种植在50个花塞中的幼苗。基于Kinect视觉处理的移植操作避障技术的研究与开发,可为未来的避障移植提供理论支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research and Development for the Hurdle Avoidance During Transplanting Manipulation Based on Kinect Vision Processing
: To avoid damage to plants during the transplanting process, a transplanting method based on the combination of the Kinect machine visual system and the low-damage transplanting end effector was proposed to reduce the damage to the stems and leaves from transplanting end effectors during the transplanting process. The inclined manipulator was designed can avoid the characteristics of the seedling itself during the transplanting process to avoid obstacles. Under the experimental condition, the oblique transplanting manipulator assisted by the Kinect vision processing system achieved 4.70% leaf damage, 16.70% stem bending, 83.45% substrate integrity, and the transplanting quality parameters were 87.36%. The completion time of a single transplant was 8.32±0.4 s, the results proved that the low-damage transplanting manipulator based on the machine vision system can effectively reduce the damage rate of the stems and leaves. This obstacle avoidance transplant method can be extended to seedlings planted in 50 plugs. Research and development for hurdle avoidance during transplanting manipulation based on Kinect vision processing can provide theoretical support for future obstacle avoidance transplantation.
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来源期刊
American Journal of Biochemistry and Biotechnology
American Journal of Biochemistry and Biotechnology Biochemistry, Genetics and Molecular Biology-Biotechnology
CiteScore
0.70
自引率
0.00%
发文量
27
期刊介绍: :: General biochemistry :: Patho-biochemistry :: Evolutionary biotechnology :: Structural biology :: Molecular and cellular biology :: Molecular medicine :: Cancer research :: Virology :: Immunology :: Plant molecular biology and biochemistry :: Experimental methodologies
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