Mohamed Kmich, H. Karmouni, Inssaf Harrade, A. Daoui, M. Sayyouri
{"title":"基于图像的机器人视觉伺服控制技术","authors":"Mohamed Kmich, H. Karmouni, Inssaf Harrade, A. Daoui, M. Sayyouri","doi":"10.1109/ISCV54655.2022.9806078","DOIUrl":null,"url":null,"abstract":"Visual servoing involves extracting information from the image provided by cameras and integrating it into the robot control loop to achieve the desired action. Visual servoing techniques based on geometric primitives are effective for a large class of applications. In this paper, we present a comparison between points, line, and circle primitives in terms of feature error, computation time, and space velocity convergence of the vision sensor. The simulation results show the ability of visual servo techniques based on the three geometric primitives for controlling robots with superiority to line primitives in terms of computation time and speed of convergence.","PeriodicalId":426665,"journal":{"name":"2022 International Conference on Intelligent Systems and Computer Vision (ISCV)","volume":"77 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Image-Based Visual Servoing Techniques for Robot Control\",\"authors\":\"Mohamed Kmich, H. Karmouni, Inssaf Harrade, A. Daoui, M. Sayyouri\",\"doi\":\"10.1109/ISCV54655.2022.9806078\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Visual servoing involves extracting information from the image provided by cameras and integrating it into the robot control loop to achieve the desired action. Visual servoing techniques based on geometric primitives are effective for a large class of applications. In this paper, we present a comparison between points, line, and circle primitives in terms of feature error, computation time, and space velocity convergence of the vision sensor. The simulation results show the ability of visual servo techniques based on the three geometric primitives for controlling robots with superiority to line primitives in terms of computation time and speed of convergence.\",\"PeriodicalId\":426665,\"journal\":{\"name\":\"2022 International Conference on Intelligent Systems and Computer Vision (ISCV)\",\"volume\":\"77 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-05-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 International Conference on Intelligent Systems and Computer Vision (ISCV)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISCV54655.2022.9806078\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 International Conference on Intelligent Systems and Computer Vision (ISCV)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISCV54655.2022.9806078","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Image-Based Visual Servoing Techniques for Robot Control
Visual servoing involves extracting information from the image provided by cameras and integrating it into the robot control loop to achieve the desired action. Visual servoing techniques based on geometric primitives are effective for a large class of applications. In this paper, we present a comparison between points, line, and circle primitives in terms of feature error, computation time, and space velocity convergence of the vision sensor. The simulation results show the ability of visual servo techniques based on the three geometric primitives for controlling robots with superiority to line primitives in terms of computation time and speed of convergence.