Computer Vision Based Object Grasping 6DoF Robotic Arm Using Picamera

被引:0
作者
Kumar, Vishal [1 ]
Wang, Qiang [1 ]
Wang Minghua [1 ]
Rizwan, Syed [2 ]
Shaikh, S. M. [1 ]
Liu, Xuan [1 ]
机构
[1] Harbin Inst Technol, Dept Control Sci & Engn, Harbin, Heilongjiang, Peoples R China
[2] Harbin Inst Technol, Sch Comp Sci & Technol, Harbin, Heilongjiang, Peoples R China
来源
CONFERENCE PROCEEDINGS OF 2018 4TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND ROBOTICS (ICCAR) | 2018年
关键词
robotic arm; computer vision system; color detection; object recognition;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article presents a project to design a robust robotic arm which can perform multifunctional tasks. The controller of the manipulator is based on Arduino mega 2560 Microcontroller. The aim of the project is to focus all axes of manipulator to lift, carry and unload the objects at a desired location. This requires a precise drive motion control that incorporate electric motors as a drive system. Further experiments are done to implement a camera based 3D vision system integrated with a computer vision algorithm to recognize object deformation and spatial coordination to control the deviation from the original training. The 3D visualization systems are able to detect the objects as well as their distance from the End-effecter and transmit the signals to the drive system. The vision system requires a separate computing hardware capable of processing complex vision algorithms. We utilize Raspberry pi microcontroller for processing the vision data, separately making the vision system capable of recognizing the specified object as per program commands.
引用
收藏
页码:111 / 115
页数:5
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