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Scene Consistency Verification Based on PatchNet

In the real world, the object does not exist in isolation, and it always appears in a certain scene. Usually the object is fixed in a particular scene and even in special spatial location. In this paper, we propose a method for judging scene consistency effectively. Scene semantics and geometry rela...

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Detalles Bibliográficos
Autores principales: Li, Jinjiang, Guo, Xiaoqing, Hua, Zhen, An, Zhiyong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4119735/
https://www.ncbi.nlm.nih.gov/pubmed/25110728
http://dx.doi.org/10.1155/2014/298524
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author Li, Jinjiang
Guo, Xiaoqing
Hua, Zhen
An, Zhiyong
author_facet Li, Jinjiang
Guo, Xiaoqing
Hua, Zhen
An, Zhiyong
author_sort Li, Jinjiang
collection PubMed
description In the real world, the object does not exist in isolation, and it always appears in a certain scene. Usually the object is fixed in a particular scene and even in special spatial location. In this paper, we propose a method for judging scene consistency effectively. Scene semantics and geometry relation play a key role. In this paper, we use PatchNet to deal with these high-level scene structures. We construct a consistent scene database, using semantic information of PatchNet to determine whether the scene is consistent. The effectiveness of the proposed algorithm is verified by a lot of experiments.
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spelling pubmed-41197352014-08-10 Scene Consistency Verification Based on PatchNet Li, Jinjiang Guo, Xiaoqing Hua, Zhen An, Zhiyong ScientificWorldJournal Research Article In the real world, the object does not exist in isolation, and it always appears in a certain scene. Usually the object is fixed in a particular scene and even in special spatial location. In this paper, we propose a method for judging scene consistency effectively. Scene semantics and geometry relation play a key role. In this paper, we use PatchNet to deal with these high-level scene structures. We construct a consistent scene database, using semantic information of PatchNet to determine whether the scene is consistent. The effectiveness of the proposed algorithm is verified by a lot of experiments. Hindawi Publishing Corporation 2014 2014-07-09 /pmc/articles/PMC4119735/ /pubmed/25110728 http://dx.doi.org/10.1155/2014/298524 Text en Copyright © 2014 Jinjiang Li et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Li, Jinjiang
Guo, Xiaoqing
Hua, Zhen
An, Zhiyong
Scene Consistency Verification Based on PatchNet
title Scene Consistency Verification Based on PatchNet
title_full Scene Consistency Verification Based on PatchNet
title_fullStr Scene Consistency Verification Based on PatchNet
title_full_unstemmed Scene Consistency Verification Based on PatchNet
title_short Scene Consistency Verification Based on PatchNet
title_sort scene consistency verification based on patchnet
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4119735/
https://www.ncbi.nlm.nih.gov/pubmed/25110728
http://dx.doi.org/10.1155/2014/298524
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