A review on modeling of flexible deformable object for dexterous robotic manipulation

被引:20
|
作者
Hou, Yew Cheong [1 ]
Sahari, Khairul Salleh Mohamed [1 ]
How, Dickson Neoh Tze [2 ]
机构
[1] Univ Tenaga Nas, Dept Mech Engn, Kajang 43000, Selangor, Malaysia
[2] Univ Tenaga Nas, Dept Elect & Commun Engn, Kajang, Selangor, Malaysia
关键词
Flexible deformable object; deformable modeling; robotic control; recognition and manipulation; COLLISION DETECTION; INTERACTIVE ANIMATION; CLASSIFICATION; SIMULATION; LAUNDRY;
D O I
10.1177/1729881419848894
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
In this article, we present a review on the recent advancement in flexible deformable object modeling for dexterous manipulation in robotic system. Flexible deformable object is one of the most research topics in computer graphic, computer vision, and robotic literature. The deformable models are known as the construction of object with material parameters in virtual environment to describe the deformation behavior. Existing modeling techniques and different types of deformable model are described. Various approaches of deformable object modeling have been used in robotic recognition and manipulation in order to reduce the time and cost to obtain more accurate result. In robotic manipulation, object detection, classification, and recognition of deformable objects are always a challenging problem and required as a first step to imbue the robot to able handle these deformable objects. Furthermore, the dexterity of robot control is also another essential key in handling of deformable object which its manipulation strategies need to plan intelligently for each sequence process. We also discuss some deserving direction for further research based on most current contribution.
引用
收藏
页数:9
相关论文
共 50 条
  • [21] Dexterous object manipulation based on collision response
    Hirota, K
    Hirose, M
    IEEE VIRTUAL REALITY 2003, PROCEEDINGS, 2003, : 232 - 239
  • [22] A Robot-Object Unified Modeling Method for Deformable Object Manipulation in Constrained Environments
    Deng, Hao
    Ahmad, Faizan
    Xiong, Jing
    Xia, Zeyang
    IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2024, : 1 - 12
  • [23] A Reconfigurable Gripper for Dexterous Manipulation in Flexible Assembly
    Spiliotopoulos, Jason
    Michalos, George
    Makris, Sotiris
    INVENTIONS, 2018, 3 (01)
  • [24] DeformNet: Latent Space Modeling and Dynamics Prediction for Deformable Object Manipulation
    Li, Chenchang
    Ai, Zihao
    Wu, Tong
    Li, Xiaosa
    Ding, Wenbo
    Xu, Huazhe
    2024 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA 2024), 2024, : 14770 - 14776
  • [25] Dexterous object manipulation by a multi-fingered robotic hand with visual-tactile fingertip sensors
    Choi, Seung-hyun
    Tahara, Kenji
    ROBOMECH JOURNAL, 2020, 7 (01):
  • [26] Grasping Deformable Objects in Industry Application: A Comprehensive Review of Robotic Manipulation
    Wang, Yuanyang
    Mahyuddin, Muhammad Nasiruddin
    IEEE ACCESS, 2025, 13 : 33403 - 33423
  • [27] Experiments of fine manipulation tasks with dexterous robotic hands
    Palli, G.
    Pirozzi, S.
    Natale, C.
    De Maria, G.
    Melchiorri, C.
    MECCANICA, 2015, 50 (11) : 2767 - 2780
  • [28] Collaborative Object Manipulation Through Indirect Control of a Deformable Sheet by a Mobile Robotic Team
    Hunte, Kyle
    Yi, Jingang
    2019 IEEE 15TH INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE), 2019, : 1463 - 1468
  • [29] Dexterous object manipulation by a multi-fingered robotic hand with visual-tactile fingertip sensors
    Seung-hyun Choi
    Kenji Tahara
    ROBOMECH Journal, 7
  • [30] Automatic Object Modeling Through Integrating Perception and Robotic Manipulation
    Teng, Zhou
    Mao, Huitan
    Xiao, Jing
    2016 INTERNATIONAL SYMPOSIUM ON EXPERIMENTAL ROBOTICS, 2017, 1 : 223 - 233