Parametrized 2D/3D garment model for dexterous robotic manipulation
Automation; Deformation; Intelligent computing; Intelligent systems; Mesh generation; Mobile robots; Models; Robotics; Soft computing; Topology; Deformable modeling; Deformable object; Dexterous manipulation; Garment modeling; Home service robot; Recognition; Robotic manipulation; Smart-home system;...
Saved in:
| Main Authors: | , , |
|---|---|
| Other Authors: | |
| Format: | Conference Paper |
| Published: |
Institute of Electrical and Electronics Engineers Inc.
2023
|
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| id |
my.uniten.dspace-23761 |
|---|---|
| record_format |
dspace |
| spelling |
my.uniten.dspace-237612023-05-29T14:51:37Z Parametrized 2D/3D garment model for dexterous robotic manipulation Yew C.H. Sahari K.S.M. Dickson Neoh T.H. 37067465000 57218170038 56942483000 Automation; Deformation; Intelligent computing; Intelligent systems; Mesh generation; Mobile robots; Models; Robotics; Soft computing; Topology; Deformable modeling; Deformable object; Dexterous manipulation; Garment modeling; Home service robot; Recognition; Robotic manipulation; Smart-home system; 3D modeling The home service robot becomes a new dominant challenge for robotic researches especially for the development of the smart home system. The home service robot are used for nursing care service purposes which also designed to handle multiple types of house tasks such as garment folding. This work considers the problem of recognizing the configuration of the garment that already crudely spread-out on a flat platform before folding it into desired configuration. Later, the deformable model with its parameters is generated from the real garment for the dexterous robotic manipulation purposes. The approach to generate a parametrized 2D/3D deformable model for each category of real garments is proposed. Three garment categories which are towels, shirts and trousers are used as garment testing samples. The proposed approach will attempt to best fit the 2D mesh deformable model to the crudely spread-out garment in the captured image. The parameters of garment such as landmarks and robotic grasping points are predicted and the folding procedure can be planned. Once the parameters are defined, the 3D garment model such as shirt and trouser can be generated to provide a completed configuration for the real garment, where the mesh topology of the 2D garment model is preserved. Different mesh sizes can be considered by using this proposed approach. The experimental results shown that the approach can achieve effective and accurate on a set of the garment samples. � 2018 IEEE. Final 2023-05-29T06:51:37Z 2023-05-29T06:51:37Z 2018 Conference Paper 10.1109/SCIS-ISIS.2018.00058 2-s2.0-85067130826 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85067130826&doi=10.1109%2fSCIS-ISIS.2018.00058&partnerID=40&md5=02bf21d2009f8ffc7e33e307e6316fa5 https://irepository.uniten.edu.my/handle/123456789/23761 8716253 287 291 Institute of Electrical and Electronics Engineers Inc. Scopus |
| institution |
Universiti Tenaga Nasional |
| building |
UNITEN Library |
| collection |
Institutional Repository |
| continent |
Asia |
| country |
Malaysia |
| content_provider |
Universiti Tenaga Nasional |
| content_source |
UNITEN Institutional Repository |
| url_provider |
http://dspace.uniten.edu.my/ |
| description |
Automation; Deformation; Intelligent computing; Intelligent systems; Mesh generation; Mobile robots; Models; Robotics; Soft computing; Topology; Deformable modeling; Deformable object; Dexterous manipulation; Garment modeling; Home service robot; Recognition; Robotic manipulation; Smart-home system; 3D modeling |
| author2 |
37067465000 |
| author_facet |
37067465000 Yew C.H. Sahari K.S.M. Dickson Neoh T.H. |
| format |
Conference Paper |
| author |
Yew C.H. Sahari K.S.M. Dickson Neoh T.H. |
| spellingShingle |
Yew C.H. Sahari K.S.M. Dickson Neoh T.H. Parametrized 2D/3D garment model for dexterous robotic manipulation |
| author_sort |
Yew C.H. |
| title |
Parametrized 2D/3D garment model for dexterous robotic manipulation |
| title_short |
Parametrized 2D/3D garment model for dexterous robotic manipulation |
| title_full |
Parametrized 2D/3D garment model for dexterous robotic manipulation |
| title_fullStr |
Parametrized 2D/3D garment model for dexterous robotic manipulation |
| title_full_unstemmed |
Parametrized 2D/3D garment model for dexterous robotic manipulation |
| title_sort |
parametrized 2d/3d garment model for dexterous robotic manipulation |
| publisher |
Institute of Electrical and Electronics Engineers Inc. |
| publishDate |
2023 |
| _version_ |
1806427835641888768 |
| score |
13.214268 |