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Landscape Fusion Method Based on Augmented Reality and Multiview Reconstruction

This paper proposes a fused landscape augmented reality method based on 3D model multiview reconstruction. Based on the principles related to augmented reality technology, the proposed method uses natural features of images for training and extraction, which solves the problems of convenience and ae...

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Detalles Bibliográficos
Autores principales: Song, Genlong, Li, Yi, Zhang, Lu-Ming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9355776/
https://www.ncbi.nlm.nih.gov/pubmed/35937096
http://dx.doi.org/10.1155/2022/5894236
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author Song, Genlong
Li, Yi
Zhang, Lu-Ming
author_facet Song, Genlong
Li, Yi
Zhang, Lu-Ming
author_sort Song, Genlong
collection PubMed
description This paper proposes a fused landscape augmented reality method based on 3D model multiview reconstruction. Based on the principles related to augmented reality technology, the proposed method uses natural features of images for training and extraction, which solves the problems of convenience and aesthetics caused by artificial signs. By extracting and training natural features at different scales of the acquired images, Harris and FREAK algorithms are used to extract features and create binary descriptors for real-time acquired images. Feature matching is performed on the above two features to estimate the location where the reconstructed model will appear. At the same time, for the difficulties of 3D model reconstruction requiring relevant expertise and the defects of poor reconstruction effect, the SFM algorithm is used for multiview reconstruction of landscape models to realize the augmented reality fusion method of natural scenes and landscape models. After the experiments, the fusion achieved by this method works well, which proves that the method is feasible and has potential.
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spelling pubmed-93557762022-08-06 Landscape Fusion Method Based on Augmented Reality and Multiview Reconstruction Song, Genlong Li, Yi Zhang, Lu-Ming Appl Bionics Biomech Research Article This paper proposes a fused landscape augmented reality method based on 3D model multiview reconstruction. Based on the principles related to augmented reality technology, the proposed method uses natural features of images for training and extraction, which solves the problems of convenience and aesthetics caused by artificial signs. By extracting and training natural features at different scales of the acquired images, Harris and FREAK algorithms are used to extract features and create binary descriptors for real-time acquired images. Feature matching is performed on the above two features to estimate the location where the reconstructed model will appear. At the same time, for the difficulties of 3D model reconstruction requiring relevant expertise and the defects of poor reconstruction effect, the SFM algorithm is used for multiview reconstruction of landscape models to realize the augmented reality fusion method of natural scenes and landscape models. After the experiments, the fusion achieved by this method works well, which proves that the method is feasible and has potential. Hindawi 2022-07-29 /pmc/articles/PMC9355776/ /pubmed/35937096 http://dx.doi.org/10.1155/2022/5894236 Text en Copyright © 2022 Genlong Song et al. https://creativecommons.org/licenses/by/4.0/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
Song, Genlong
Li, Yi
Zhang, Lu-Ming
Landscape Fusion Method Based on Augmented Reality and Multiview Reconstruction
title Landscape Fusion Method Based on Augmented Reality and Multiview Reconstruction
title_full Landscape Fusion Method Based on Augmented Reality and Multiview Reconstruction
title_fullStr Landscape Fusion Method Based on Augmented Reality and Multiview Reconstruction
title_full_unstemmed Landscape Fusion Method Based on Augmented Reality and Multiview Reconstruction
title_short Landscape Fusion Method Based on Augmented Reality and Multiview Reconstruction
title_sort landscape fusion method based on augmented reality and multiview reconstruction
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9355776/
https://www.ncbi.nlm.nih.gov/pubmed/35937096
http://dx.doi.org/10.1155/2022/5894236
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