激光与光电子学进展, 2024, 61 (4): 0415005, 网络出版: 2024-02-26   

单目视觉测量球体颗粒位姿

Measurement of Spherical Particle Pose by Monocular Vision
作者单位
中国计量大学计量测试工程学院,浙江 杭州 310018
摘要
为实现对流化床中目标颗粒空间位姿追踪测量,开发了一种基于单目视觉及彩色纹理编码球体的位姿测量系统。针对空间位置定位,建立了空间球体成像模型,并基于小孔平面成像模型及相机坐标转换模型,结合空间解析几何相关理论,分析了单目位置测量原理。考虑球体颗粒无法通过自身形状特征实现空间姿态测量,引入纹理特征,通过提取目标颗粒纹理,比较并建立其与合成库中已知方向图像之间的相似关系,实现空间姿态的测量。根据以上理论分析,搭建实验系统并进行了一系列实验。结果表明,位置测量综合误差率不大于0.5%,姿态测量误差不大于2°,验证了所提模型的有效性和可行性。
Abstract
In order to realize the spatial pose tracking measurement of target particles in a fluidized bed, a pose measurement system based on monocular vision and color texture-coded spheres is developed. For spatial position positioning, a spatial sphere imaging model is established, and based on the pinhole plane imaging model and camera coordinate transformation model, combined with the related theory of spatial analytic geometry, the principle of monocular position measurement is analyzed. Considering that spherical particles cannot measure spatial attitude through their own shape features, the texture feature is introduced, and the measurement of spatial attitude is realized by extracting the texture of the target particle, comparing and establishing its similarity with the known direction image in the synthetic library. According to the above theoretical analysis, an experimental system is built and a series of experiments are carried out. The results show that the comprehensive error rate of position measurement is not more than 0.5%, and the error of attitude measurement is not more than 2°, which verifies the effectiveness and feasibility of the proposed model.

李江杰, 孔明, 刘璐, 赵云琨, 陈江楠. 单目视觉测量球体颗粒位姿[J]. 激光与光电子学进展, 2024, 61(4): 0415005. Jiangjie Li, Ming Kong, Lu Liu, Yunkun Zhao, Jiangnan Chen. Measurement of Spherical Particle Pose by Monocular Vision[J]. Laser & Optoelectronics Progress, 2024, 61(4): 0415005.

本文已被 1 篇论文引用
被引统计数据来源于中国光学期刊网
引用该论文: TXT   |   EndNote

相关论文

加载中...

关于本站 Cookie 的使用提示

中国光学期刊网使用基于 cookie 的技术来更好地为您提供各项服务,点击此处了解我们的隐私策略。 如您需继续使用本网站,请您授权我们使用本地 cookie 来保存部分信息。
全站搜索
您最值得信赖的光电行业旗舰网络服务平台!