51. A precision pose measurement technique based on multi-cooperative logo
- Author
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Weiru Wang, Peizhang Wu, and Jianpo Guo
- Subjects
History ,Computer science ,business.industry ,Gaussian ,ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION ,Logo ,Field (computer science) ,Computer Science Applications ,Education ,k-nearest neighbors algorithm ,symbols.namesake ,Robustness (computer science) ,Universal Plug and Play ,symbols ,Robot ,Computer vision ,Artificial intelligence ,business ,Sign (mathematics) - Abstract
The use of image recognition technology to complete the precise pose measurement of objects has always been a difficulty in the field of computer vision. This paper proposes a precision pose measurement technology based on multi-cooperation logo, which uses OpenCV and Aruco to complete the generation of cooperative logo. Through the uPnP algorithm to complete the relative pose detection of the camera and the cooperation logo, and then the precise pose measurement of the multi-cooperation sign is completed by Gaussian filtering and iteration of the nearest neighbor. Compared with the traditional positioning method, it has higher accuracy and robustness. This technology has important reference value in robot positioning.
- Published
- 2020