A Vision Guided Method Using Omnidirectional Camera

The omnidirectional camera is widely used in robotics technology to get the image of the overall direction and many studies using a 360 ° view. In this project, a new guided localization method using the omnidirectional camera is developed. The task is using two omnidirectional cameras with 360 vis...

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Main Author: Zakaria, Mohd Maarof Mohd
Format: Thesis
Language:English
Published: 2016
Subjects:
Online Access:http://eprints.usm.my/41317/1/MOHD_MAAROF_BIN_MOHD_ZAKARIA_24_Pages.pdf
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id my-usm-ep.41317
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spelling my-usm-ep.413172018-08-14T07:10:39Z A Vision Guided Method Using Omnidirectional Camera 2016 Zakaria, Mohd Maarof Mohd TK7800-8360 Electronics The omnidirectional camera is widely used in robotics technology to get the image of the overall direction and many studies using a 360 ° view. In this project, a new guided localization method using the omnidirectional camera is developed. The task is using two omnidirectional cameras with 360 vision to capture images upside and down or similar as a global vision camera that can capture images in 720. By using the omnidirectional camera and local cues, a robotic platform will be able to determine its current position and utilise it for onward navigation. An image-based algorithm is developed to overcome the problem of scaling and distortion of the object within the surrounded image, and use it to determine its exact location referring to a pre-determined reference marker. All the system will try to reduce distortion of images that have been captured by this two omnidirectional cameras. This project will involve a development of hardware and software integration, with emphasises to be given on the solving the localization problem. The result from this studiey is the images from two cameras can be processed to form 720° image and coloured object detection can be done. 2016 Thesis http://eprints.usm.my/41317/ http://eprints.usm.my/41317/1/MOHD_MAAROF_BIN_MOHD_ZAKARIA_24_Pages.pdf application/pdf en public masters Universiti Sains Malaysia Pusat Pengajian Kejuruteraan Elektrik dan Elektronik
institution Universiti Sains Malaysia
collection USM Institutional Repository
language English
topic TK7800-8360 Electronics
spellingShingle TK7800-8360 Electronics
Zakaria, Mohd Maarof Mohd
A Vision Guided Method Using Omnidirectional Camera
description The omnidirectional camera is widely used in robotics technology to get the image of the overall direction and many studies using a 360 ° view. In this project, a new guided localization method using the omnidirectional camera is developed. The task is using two omnidirectional cameras with 360 vision to capture images upside and down or similar as a global vision camera that can capture images in 720. By using the omnidirectional camera and local cues, a robotic platform will be able to determine its current position and utilise it for onward navigation. An image-based algorithm is developed to overcome the problem of scaling and distortion of the object within the surrounded image, and use it to determine its exact location referring to a pre-determined reference marker. All the system will try to reduce distortion of images that have been captured by this two omnidirectional cameras. This project will involve a development of hardware and software integration, with emphasises to be given on the solving the localization problem. The result from this studiey is the images from two cameras can be processed to form 720° image and coloured object detection can be done.
format Thesis
qualification_level Master's degree
author Zakaria, Mohd Maarof Mohd
author_facet Zakaria, Mohd Maarof Mohd
author_sort Zakaria, Mohd Maarof Mohd
title A Vision Guided Method Using Omnidirectional Camera
title_short A Vision Guided Method Using Omnidirectional Camera
title_full A Vision Guided Method Using Omnidirectional Camera
title_fullStr A Vision Guided Method Using Omnidirectional Camera
title_full_unstemmed A Vision Guided Method Using Omnidirectional Camera
title_sort vision guided method using omnidirectional camera
granting_institution Universiti Sains Malaysia
granting_department Pusat Pengajian Kejuruteraan Elektrik dan Elektronik
publishDate 2016
url http://eprints.usm.my/41317/1/MOHD_MAAROF_BIN_MOHD_ZAKARIA_24_Pages.pdf
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