Staff View: Disparity depth map layers representation for image view synthesis

Disparity depth map layers representation for image view synthesis

This paper presents a method that jointly performs stereo matching and inter-view interpolation to obtain the depth map and virtual view image. A novel view synthesis method based on depth map layers representation of the stereo image pairs is proposed. The main idea of this approach is to separate...

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Main Authors:	Abd Manap, Nurulfajar, Soraghan, John J.
Format:	Article
Language:	English
Published:	Penerbit Universiti, UTeM 2014
Subjects:	TK Electrical engineering. Electronics Nuclear engineering QA75 Electronic computers. Computer science
Online Access:	http://eprints.utem.edu.my/id/eprint/14023/1/index2.php%3Foption%3Dcom_docman%26task%3Ddoc_view%26gid%3D102%26Itemid%3D49 http://eprints.utem.edu.my/id/eprint/14023/
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id	my.utem.eprints.14023
record_format	eprints
spelling	my.utem.eprints.140232015-05-28T04:35:43Z http://eprints.utem.edu.my/id/eprint/14023/ Disparity depth map layers representation for image view synthesis Abd Manap, Nurulfajar Soraghan, John J. TK Electrical engineering. Electronics Nuclear engineering QA75 Electronic computers. Computer science This paper presents a method that jointly performs stereo matching and inter-view interpolation to obtain the depth map and virtual view image. A novel view synthesis method based on depth map layers representation of the stereo image pairs is proposed. The main idea of this approach is to separate the depth map into several layers of depth based on the disparity distance of the corresponding points. The novel view synthesis can be interpolated independently to each layer of depth by masking the particular depth layer. The final novel view synthesis obtained with the entire layers flattens into a single layer. Since the image view synthesis is performed in separate layers, the extracted new virtual object can be superimposed onto another 3D scene. The method is useful to imply free viewpoint video application with a small number of camera configurations. Based on the experimental results, it shows that the algorithm improve the efficiency of finding the depth map and to synthesis the new virtual view images. Penerbit Universiti, UTeM 2014-01 Article PeerReviewed application/pdf en http://eprints.utem.edu.my/id/eprint/14023/1/index2.php%3Foption%3Dcom_docman%26task%3Ddoc_view%26gid%3D102%26Itemid%3D49 Abd Manap, Nurulfajar and Soraghan, John J. (2014) Disparity depth map layers representation for image view synthesis. Journal of Telecommunication, Electronic and Computer Engineering (JTEC) . pp. 1-8. ISSN 2180-1843
institution	Universiti Teknikal Malaysia Melaka
building	UTEM Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Teknikal Malaysia Melaka
content_source	UTEM Institutional Repository
url_provider	http://eprints.utem.edu.my/
language	English
topic	TK Electrical engineering. Electronics Nuclear engineering QA75 Electronic computers. Computer science
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering QA75 Electronic computers. Computer science Abd Manap, Nurulfajar Soraghan, John J. Disparity depth map layers representation for image view synthesis
description	This paper presents a method that jointly performs stereo matching and inter-view interpolation to obtain the depth map and virtual view image. A novel view synthesis method based on depth map layers representation of the stereo image pairs is proposed. The main idea of this approach is to separate the depth map into several layers of depth based on the disparity distance of the corresponding points. The novel view synthesis can be interpolated independently to each layer of depth by masking the particular depth layer. The final novel view synthesis obtained with the entire layers flattens into a single layer. Since the image view synthesis is performed in separate layers, the extracted new virtual object can be superimposed onto another 3D scene. The method is useful to imply free viewpoint video application with a small number of camera configurations. Based on the experimental results, it shows that the algorithm improve the efficiency of finding the depth map and to synthesis the new virtual view images.
format	Article
author	Abd Manap, Nurulfajar Soraghan, John J.
author_facet	Abd Manap, Nurulfajar Soraghan, John J.
author_sort	Abd Manap, Nurulfajar
title	Disparity depth map layers representation for image view synthesis
title_short	Disparity depth map layers representation for image view synthesis
title_full	Disparity depth map layers representation for image view synthesis
title_fullStr	Disparity depth map layers representation for image view synthesis
title_full_unstemmed	Disparity depth map layers representation for image view synthesis
title_sort	disparity depth map layers representation for image view synthesis
publisher	Penerbit Universiti, UTeM
publishDate	2014
url	http://eprints.utem.edu.my/id/eprint/14023/1/index2.php%3Foption%3Dcom_docman%26task%3Ddoc_view%26gid%3D102%26Itemid%3D49 http://eprints.utem.edu.my/id/eprint/14023/
_version_	1665905570749612032
score	13.211869

Disparity depth map layers representation for image view synthesis

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