Calibration of optical based silicone tactile sensor based on image deformation technique / Abdul Halim Esa

Tactile sensor is a device which can quantify physical contact by means of measuring touched object characteristics such as hardness, texture, and smoothness. Object profile surface and shape can also be determined. By using tactile sensor, the robot fingers tip, condition monitoring machine and obj...

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Main Author:	Esa, Abdul Halim
Format:	Thesis
Language:	English
Published:	2016
Online Access:	https://ir.uitm.edu.my/id/eprint/79397/1/79397.pdf
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id	my-uitm-ir.79397
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spelling	my-uitm-ir.793972023-09-08T03:33:02Z Calibration of optical based silicone tactile sensor based on image deformation technique / Abdul Halim Esa 2016 Esa, Abdul Halim Tactile sensor is a device which can quantify physical contact by means of measuring touched object characteristics such as hardness, texture, and smoothness. Object profile surface and shape can also be determined. By using tactile sensor, the robot fingers tip, condition monitoring machine and object manipulation task system adopted to the environment by sense of touch. Until today, most of established tactile sensors operate and sense force by transduction method using electrical device such as piezoelectric device, photoelastic device, and resistive device. In this project, an optical tactile sensing technique is proposed. Machine vision system coupled with CCD camera, optical fibrescope and WiT Image Processing Software as well as C Language Compiler will be used. Then optical silicone type tactile sensor is integrated with image processing working principle model to measure optical tactile sensor accuracy and performance. The overall research objective is to develop a computer algorithm for real-time sensorization for optical sensor characterization. In this research, a parameter considered is normal force in z-axis. The forces in y and x-axis as well as tri-axial torques Tx, Ty and Tz are not considered in the research. The characteristics of the tactile sensor will be analysed according to three parameters namely area, perimeter and diameter of the tactile sensor. Based on these three parameters, three different types of algorithm are developed in order to measure experimentally the forces and deformation based on optical information of the tactile sensor. These newly developed algorithms convert unmeasurable image to measureable image using image processing technique. Inspiring by human finger model, a silicon tactile sensor is proposed to low force object gripping and sensorization task. To make sure proposed tactile sensor feasibility, this optical tactile sensor underwent calibration process. To evaluate the performance of the algorithm, this proposed optical tactile sensor compares the results of these three parameters that give a better accuracy with respect to sensitivity value, low hysteresis and high repeatability. The location of the centroid is analysed to determine the stability of the tactile sensor. 2016 Thesis https://ir.uitm.edu.my/id/eprint/79397/ https://ir.uitm.edu.my/id/eprint/79397/1/79397.pdf text en public masters Universiti Teknologi MARA (UiTM) Faculty of Mechanical Engineering Ayub, Muhammad Azmi
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
advisor	Ayub, Muhammad Azmi
description	Tactile sensor is a device which can quantify physical contact by means of measuring touched object characteristics such as hardness, texture, and smoothness. Object profile surface and shape can also be determined. By using tactile sensor, the robot fingers tip, condition monitoring machine and object manipulation task system adopted to the environment by sense of touch. Until today, most of established tactile sensors operate and sense force by transduction method using electrical device such as piezoelectric device, photoelastic device, and resistive device. In this project, an optical tactile sensing technique is proposed. Machine vision system coupled with CCD camera, optical fibrescope and WiT Image Processing Software as well as C Language Compiler will be used. Then optical silicone type tactile sensor is integrated with image processing working principle model to measure optical tactile sensor accuracy and performance. The overall research objective is to develop a computer algorithm for real-time sensorization for optical sensor characterization. In this research, a parameter considered is normal force in z-axis. The forces in y and x-axis as well as tri-axial torques Tx, Ty and Tz are not considered in the research. The characteristics of the tactile sensor will be analysed according to three parameters namely area, perimeter and diameter of the tactile sensor. Based on these three parameters, three different types of algorithm are developed in order to measure experimentally the forces and deformation based on optical information of the tactile sensor. These newly developed algorithms convert unmeasurable image to measureable image using image processing technique. Inspiring by human finger model, a silicon tactile sensor is proposed to low force object gripping and sensorization task. To make sure proposed tactile sensor feasibility, this optical tactile sensor underwent calibration process. To evaluate the performance of the algorithm, this proposed optical tactile sensor compares the results of these three parameters that give a better accuracy with respect to sensitivity value, low hysteresis and high repeatability. The location of the centroid is analysed to determine the stability of the tactile sensor.
format	Thesis
qualification_level	Master's degree
author	Esa, Abdul Halim
spellingShingle	Esa, Abdul Halim Calibration of optical based silicone tactile sensor based on image deformation technique / Abdul Halim Esa
author_facet	Esa, Abdul Halim
author_sort	Esa, Abdul Halim
title	Calibration of optical based silicone tactile sensor based on image deformation technique / Abdul Halim Esa
title_short	Calibration of optical based silicone tactile sensor based on image deformation technique / Abdul Halim Esa
title_full	Calibration of optical based silicone tactile sensor based on image deformation technique / Abdul Halim Esa
title_fullStr	Calibration of optical based silicone tactile sensor based on image deformation technique / Abdul Halim Esa
title_full_unstemmed	Calibration of optical based silicone tactile sensor based on image deformation technique / Abdul Halim Esa
title_sort	calibration of optical based silicone tactile sensor based on image deformation technique / abdul halim esa
granting_institution	Universiti Teknologi MARA (UiTM)
granting_department	Faculty of Mechanical Engineering
publishDate	2016
url	https://ir.uitm.edu.my/id/eprint/79397/1/79397.pdf
_version_	1783736279216685056

Calibration of optical based silicone tactile sensor based on image deformation technique / Abdul Halim Esa

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