Vision Based Object Grasping of Robotic Manipulator

被引:0
|
作者
Ren, Yaqi [1 ]
Sun, Hao [1 ]
Tang, Yin [1 ]
Wang, Shuopeng [1 ]
机构
[1] Hebei Univ Technol, Sch Artificial Intelligence & Data Sci, Tianjin, Peoples R China
关键词
humanoid manipulator; stereo vision; feature matching; robot grasping; SERVO CONTROL;
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
In order to better interact with the complex and unstructured environment and complete the recognition and capture of the target object, a humanoid robot arm control method based on binocular vision applied to the service robot platform is proposed. Firstly, the kinematics model is established for the manipulator, and the forward kinematics and inverse kinematics are analyzed. Target recognition method based color segmentation, then the identified three-dimensional coordinate information of the target controls the robot arm to complete the grab task. In this paper, a blind grasp is performed by the ROBOROT ARM1 manipulator. The experimental results show that the robot can complete the recognition and automatic capture of the target object.
引用
收藏
页码:219 / 223
页数:5
相关论文
共 50 条
  • [31] UPG: 3D vision-based prediction framework for robotic grasping in multi-object scenes
    Li, Xiaohan
    Zhang, Xiaozhen
    Zhou, Xiang
    Chen, I-Ming
    KNOWLEDGE-BASED SYSTEMS, 2023, 270
  • [32] Moving Object Prediction and Grasping System of Robot Manipulator
    Wong, Ching-Chang
    Chien, Ming-Yi
    Chen, Ren-Jie
    Aoyama, Hisayuki
    Wong, Kai-Yi
    IEEE ACCESS, 2022, 10 : 20159 - 20172
  • [33] An Improved Point Cloud Descriptor for Vision Based Robotic Grasping System
    Wang, Fei
    Liang, Chen
    Ru, Changlei
    Cheng, Hongtai
    SENSORS, 2019, 19 (10)
  • [34] A cascaded CNN-based method for monocular vision robotic grasping
    Wu, Xiaojun
    Li, Peng
    Zhou, Jinghui
    Liu, Yunhui
    INDUSTRIAL ROBOT-THE INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH AND APPLICATION, 2022, 49 (04): : 645 - 657
  • [35] Research on Robotic Grasping Object Hardness Perception Based on Tactile Sensing
    Zhang, Xianmin
    Wang, Haonan
    Huang, Yanjiang
    Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2021, 57 (23): : 12 - 20
  • [36] A Novel Robotic Pushing and Grasping Method Based on Vision Transformer and Convolution
    Yu, Sheng
    Zhai, Di-Hua
    Xia, Yuanqing
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 35 (08) : 10832 - 10845
  • [37] Vision-Based Robotic Grasping of Reels for Automatic Packaging Machines
    Comari, Simone
    Carricato, Marco
    APPLIED SCIENCES-BASEL, 2022, 12 (15):
  • [38] Research on Multi-Stage Robotic Grasping Based on Object Posture
    Zhang Liang-shan
    Li Jie
    Sun Xue-min
    Bao Jin-song
    2019 WORLD ROBOT CONFERENCE SYMPOSIUM ON ADVANCED ROBOTICS AND AUTOMATION (WRC SARA 2019), 2019, : 266 - 271
  • [39] Robotic object recognition and grasping with a natural background
    Wei, A. Hui
    Chen, B. Yang
    INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2020, 17 (02):
  • [40] Robotic grasping of novel objects using vision
    Saxena, Ashutosh
    Driemeyer, Justin
    Ng, Andrew Y.
    INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 2008, 27 (02): : 157 - 173