Analysis and enhancement of the denoising depth data using kinect through iterative technique

Since the release of Kinect by Microsoft, the, accuracy and stability of Kinect data-such as depth map, has been essential and important element of research and data analysis. In order to develop efficient means of analyzing and using the kinnect data, researchers require high quality of depth data...

Full description

Bibliographic Details
Main Authors:	Karbasi, Mostafa, Bilal, Sara Mohammed Osman Saleh, Aghababaeyan, Reza, Rad, Abdolvahab Ehsani, Bhatti, Zeeshan, Shah, Asadullah
Format:	Article
Language:	English English
Published:	UTM Press 2016
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://irep.iium.edu.my/53569/ http://irep.iium.edu.my/53569/ http://irep.iium.edu.my/53569/ http://irep.iium.edu.my/53569/1/jurnal%20teknologi.pdf http://irep.iium.edu.my/53569/7/53569_ANALYSIS%20AND%20ENHANCEMENT%20OF%20THE_Scopus.pdf

id	iium-53569
recordtype	eprints
spelling	iium-535692017-03-31T07:25:08Z http://irep.iium.edu.my/53569/ Analysis and enhancement of the denoising depth data using kinect through iterative technique Karbasi, Mostafa Bilal, Sara Mohammed Osman Saleh Aghababaeyan, Reza Rad, Abdolvahab Ehsani Bhatti, Zeeshan Shah, Asadullah QA75 Electronic computers. Computer science Since the release of Kinect by Microsoft, the, accuracy and stability of Kinect data-such as depth map, has been essential and important element of research and data analysis. In order to develop efficient means of analyzing and using the kinnect data, researchers require high quality of depth data during the preprocessing step, which is very crucial for accurate results. One of the most important concerns of researchers is to eliminate image noise and convert image and video to the best quality. In this paper, different types of the noise for Kinect are analyzed and a unique technique is used, to reduce the background noise based on distance between Kinect devise and the user. Whereas, for shadow removal, the iterative method is used to eliminate the shadow casted by the Kinect. A 3D depth image is obtained as a result with good quality and accuracy. Further, the results of this present study reveal that the image background is eliminated completely and the 3D image quality in depth map has been enhanced. UTM Press 2016-09 Article PeerReviewed application/pdf en http://irep.iium.edu.my/53569/1/jurnal%20teknologi.pdf application/pdf en http://irep.iium.edu.my/53569/7/53569_ANALYSIS%20AND%20ENHANCEMENT%20OF%20THE_Scopus.pdf Karbasi, Mostafa and Bilal, Sara Mohammed Osman Saleh and Aghababaeyan, Reza and Rad, Abdolvahab Ehsani and Bhatti, Zeeshan and Shah, Asadullah (2016) Analysis and enhancement of the denoising depth data using kinect through iterative technique. Jurnal Teknologi, 78 (9). pp. 185-193. ISSN 0127-9696 E-ISSN 2180–3722 http://www.jurnalteknologi.utm.my/index.php/jurnalteknologi/article/view/5348/5745 10.11113/jt.v78.5348
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	QA75 Electronic computers. Computer science
spellingShingle	QA75 Electronic computers. Computer science Karbasi, Mostafa Bilal, Sara Mohammed Osman Saleh Aghababaeyan, Reza Rad, Abdolvahab Ehsani Bhatti, Zeeshan Shah, Asadullah Analysis and enhancement of the denoising depth data using kinect through iterative technique
description	Since the release of Kinect by Microsoft, the, accuracy and stability of Kinect data-such as depth map, has been essential and important element of research and data analysis. In order to develop efficient means of analyzing and using the kinnect data, researchers require high quality of depth data during the preprocessing step, which is very crucial for accurate results. One of the most important concerns of researchers is to eliminate image noise and convert image and video to the best quality. In this paper, different types of the noise for Kinect are analyzed and a unique technique is used, to reduce the background noise based on distance between Kinect devise and the user. Whereas, for shadow removal, the iterative method is used to eliminate the shadow casted by the Kinect. A 3D depth image is obtained as a result with good quality and accuracy. Further, the results of this present study reveal that the image background is eliminated completely and the 3D image quality in depth map has been enhanced.
format	Article
author	Karbasi, Mostafa Bilal, Sara Mohammed Osman Saleh Aghababaeyan, Reza Rad, Abdolvahab Ehsani Bhatti, Zeeshan Shah, Asadullah
author_facet	Karbasi, Mostafa Bilal, Sara Mohammed Osman Saleh Aghababaeyan, Reza Rad, Abdolvahab Ehsani Bhatti, Zeeshan Shah, Asadullah
author_sort	Karbasi, Mostafa
title	Analysis and enhancement of the denoising depth data using kinect through iterative technique
title_short	Analysis and enhancement of the denoising depth data using kinect through iterative technique
title_full	Analysis and enhancement of the denoising depth data using kinect through iterative technique
title_fullStr	Analysis and enhancement of the denoising depth data using kinect through iterative technique
title_full_unstemmed	Analysis and enhancement of the denoising depth data using kinect through iterative technique
title_sort	analysis and enhancement of the denoising depth data using kinect through iterative technique
publisher	UTM Press
publishDate	2016
url	http://irep.iium.edu.my/53569/ http://irep.iium.edu.my/53569/ http://irep.iium.edu.my/53569/ http://irep.iium.edu.my/53569/1/jurnal%20teknologi.pdf http://irep.iium.edu.my/53569/7/53569_ANALYSIS%20AND%20ENHANCEMENT%20OF%20THE_Scopus.pdf
first_indexed	2023-09-18T21:15:46Z
last_indexed	2023-09-18T21:15:46Z
_version_	1777411551314051072

Analysis and enhancement of the denoising depth data using kinect through iterative technique

Similar Items