A hybrid method using kinect depth and color data stream for hand blobs segmentation

The recently developed depth sensors such as Kinect have provided new potential for human-computer interaction (HCI) and hand gesture are one of main parts in recent researches. Hand segmentation procedure is performed to acquire hand gesture from a captured image. In this paper, a method is produce...

Full description

Bibliographic Details
Main Authors:	Karbasi, Mostafa, Muhammad Yusof, Zulkefli, Waqas, Ahmad, Bhatti, Zeeshan, Shah, Asadullah, Koondhar, M.Y., Brohi, Imtiaz Ali
Format:	Article
Language:	English
Published:	Science International 2017
Subjects:	T10.5 Communication of technical information
Online Access:	http://irep.iium.edu.my/58448/ http://irep.iium.edu.my/58448/ http://irep.iium.edu.my/58448/1/mostapha-2017.pdf

id	iium-58448
recordtype	eprints
spelling	iium-584482018-01-04T02:22:05Z http://irep.iium.edu.my/58448/ A hybrid method using kinect depth and color data stream for hand blobs segmentation Karbasi, Mostafa Muhammad Yusof, Zulkefli Waqas, Ahmad Bhatti, Zeeshan Shah, Asadullah Koondhar, M.Y. Brohi, Imtiaz Ali T10.5 Communication of technical information The recently developed depth sensors such as Kinect have provided new potential for human-computer interaction (HCI) and hand gesture are one of main parts in recent researches. Hand segmentation procedure is performed to acquire hand gesture from a captured image. In this paper, a method is produced to segment hand blobs using both depth and color data frames. This method applies a body segmentation and an image threshold techniques to depth data frame using skeleton data and concurrently it uses SLIC super-pixel segmentation method to extract hand blobs from color data frame with the help of skeleton data. The proposed method has low computation time and shows significant results when basic assumption are fulfilled. Science International 2017-05 Article PeerReviewed application/pdf en http://irep.iium.edu.my/58448/1/mostapha-2017.pdf Karbasi, Mostafa and Muhammad Yusof, Zulkefli and Waqas, Ahmad and Bhatti, Zeeshan and Shah, Asadullah and Koondhar, M.Y. and Brohi, Imtiaz Ali (2017) A hybrid method using kinect depth and color data stream for hand blobs segmentation. Science International, 29 (3 (May-June)). pp. 515-519. ISSN 1013-5316 http://www.sci-int.com/pdf/636331278130296978.pdf
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	T10.5 Communication of technical information
spellingShingle	T10.5 Communication of technical information Karbasi, Mostafa Muhammad Yusof, Zulkefli Waqas, Ahmad Bhatti, Zeeshan Shah, Asadullah Koondhar, M.Y. Brohi, Imtiaz Ali A hybrid method using kinect depth and color data stream for hand blobs segmentation
description	The recently developed depth sensors such as Kinect have provided new potential for human-computer interaction (HCI) and hand gesture are one of main parts in recent researches. Hand segmentation procedure is performed to acquire hand gesture from a captured image. In this paper, a method is produced to segment hand blobs using both depth and color data frames. This method applies a body segmentation and an image threshold techniques to depth data frame using skeleton data and concurrently it uses SLIC super-pixel segmentation method to extract hand blobs from color data frame with the help of skeleton data. The proposed method has low computation time and shows significant results when basic assumption are fulfilled.
format	Article
author	Karbasi, Mostafa Muhammad Yusof, Zulkefli Waqas, Ahmad Bhatti, Zeeshan Shah, Asadullah Koondhar, M.Y. Brohi, Imtiaz Ali
author_facet	Karbasi, Mostafa Muhammad Yusof, Zulkefli Waqas, Ahmad Bhatti, Zeeshan Shah, Asadullah Koondhar, M.Y. Brohi, Imtiaz Ali
author_sort	Karbasi, Mostafa
title	A hybrid method using kinect depth and color data stream for hand blobs segmentation
title_short	A hybrid method using kinect depth and color data stream for hand blobs segmentation
title_full	A hybrid method using kinect depth and color data stream for hand blobs segmentation
title_fullStr	A hybrid method using kinect depth and color data stream for hand blobs segmentation
title_full_unstemmed	A hybrid method using kinect depth and color data stream for hand blobs segmentation
title_sort	hybrid method using kinect depth and color data stream for hand blobs segmentation
publisher	Science International
publishDate	2017
url	http://irep.iium.edu.my/58448/ http://irep.iium.edu.my/58448/ http://irep.iium.edu.my/58448/1/mostapha-2017.pdf
first_indexed	2023-09-18T21:22:39Z
last_indexed	2023-09-18T21:22:39Z
_version_	1777411984422076416

A hybrid method using kinect depth and color data stream for hand blobs segmentation

Similar Items