Flattening and folding of crumpled clothes using robotic arms and stereovision (2)

This report presents the development and implementation of an algorithm to autonomously bring an initially randomly crumpled towel to a final folded state. Since a towel is a deformable object, the manipulation involved considers the effect of all motions on the rest of the cloth and hence chooses a...

Full description

Saved in:
Bibliographic Details
Main Author: Sheth Jainil Kalpesh
Other Authors: Pham Quang Cuong
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/159128
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-159128
record_format dspace
spelling sg-ntu-dr.10356-1591282023-03-04T20:10:13Z Flattening and folding of crumpled clothes using robotic arms and stereovision (2) Sheth Jainil Kalpesh Pham Quang Cuong School of Mechanical and Aerospace Engineering Robotics Research Centre cuong@ntu.edu.sg Engineering::Mechanical engineering::Robots This report presents the development and implementation of an algorithm to autonomously bring an initially randomly crumpled towel to a final folded state. Since a towel is a deformable object, the manipulation involved considers the effect of all motions on the rest of the cloth and hence chooses a trajectory which either minimizes the effect or benefits from such effect to bring the towel to a more suitable configuration. Further, to handle the towel more effectively, a specialized design of gripper finger is proposed. Through this sequence of steps, the towel is first unfolded and flattened from a crumpled state, and then folded and laid on the table. Specific information is taken from a stereo-camera to aid motion planning for task completion, such as highest point coordinates of the towel and the coordinates of visible corners. The proposed method is independent of robot arm, camera and towel and can be replicated with other hardware as well. Most current methods require two or more simultaneous grasp points whereas the proposed method is successfully implemented with using a single robot arm for the first time. Bachelor of Engineering (Mechanical Engineering) 2022-06-10T04:04:50Z 2022-06-10T04:04:50Z 2022 Final Year Project (FYP) Sheth Jainil Kalpesh (2022). Flattening and folding of crumpled clothes using robotic arms and stereovision (2). Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/159128 https://hdl.handle.net/10356/159128 en C146 application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Mechanical engineering::Robots
spellingShingle Engineering::Mechanical engineering::Robots
Sheth Jainil Kalpesh
Flattening and folding of crumpled clothes using robotic arms and stereovision (2)
description This report presents the development and implementation of an algorithm to autonomously bring an initially randomly crumpled towel to a final folded state. Since a towel is a deformable object, the manipulation involved considers the effect of all motions on the rest of the cloth and hence chooses a trajectory which either minimizes the effect or benefits from such effect to bring the towel to a more suitable configuration. Further, to handle the towel more effectively, a specialized design of gripper finger is proposed. Through this sequence of steps, the towel is first unfolded and flattened from a crumpled state, and then folded and laid on the table. Specific information is taken from a stereo-camera to aid motion planning for task completion, such as highest point coordinates of the towel and the coordinates of visible corners. The proposed method is independent of robot arm, camera and towel and can be replicated with other hardware as well. Most current methods require two or more simultaneous grasp points whereas the proposed method is successfully implemented with using a single robot arm for the first time.
author2 Pham Quang Cuong
author_facet Pham Quang Cuong
Sheth Jainil Kalpesh
format Final Year Project
author Sheth Jainil Kalpesh
author_sort Sheth Jainil Kalpesh
title Flattening and folding of crumpled clothes using robotic arms and stereovision (2)
title_short Flattening and folding of crumpled clothes using robotic arms and stereovision (2)
title_full Flattening and folding of crumpled clothes using robotic arms and stereovision (2)
title_fullStr Flattening and folding of crumpled clothes using robotic arms and stereovision (2)
title_full_unstemmed Flattening and folding of crumpled clothes using robotic arms and stereovision (2)
title_sort flattening and folding of crumpled clothes using robotic arms and stereovision (2)
publisher Nanyang Technological University
publishDate 2022
url https://hdl.handle.net/10356/159128
_version_ 1759853859807690752