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Research on Multicamera Photography Image Art in BERT Motion Based on Deep Learning Mode

In order to improve the artistic expression effect of photographic images, this article combines the deep learning model to conduct multicamera photographic image art research in BERT motion. Moreover, this article analyzes the external parameter errors caused in the calibration process and uses the...

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Detalles Bibliográficos
Autores principales: Zhao, Zhao, Song, Mingyang, Tang, Hongyue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9068317/
https://www.ncbi.nlm.nih.gov/pubmed/35528331
http://dx.doi.org/10.1155/2022/2819269
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author Zhao, Zhao
Song, Mingyang
Tang, Hongyue
author_facet Zhao, Zhao
Song, Mingyang
Tang, Hongyue
author_sort Zhao, Zhao
collection PubMed
description In order to improve the artistic expression effect of photographic images, this article combines the deep learning model to conduct multicamera photographic image art research in BERT motion. Moreover, this article analyzes the external parameter errors caused in the calibration process and uses the checkerboard in the common field of view to calibrate the spatial coordinates of the corners of the board in multiple camera coordinate systems. In addition, this article aims to match the spatial coordinates of the corresponding points to each other and solve the rotation and translation matrix in the transformation process. Finally, this article uses the LM algorithm to optimize the calibration parameters of the camera and combines the deep learning algorithm to perform image processing. The experimental research results show that the research method of multicamera photography image art in BERT motion based on the deep learning mode proposed in this article can effectively improve the expression effect of image art.
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spelling pubmed-90683172022-05-05 Research on Multicamera Photography Image Art in BERT Motion Based on Deep Learning Mode Zhao, Zhao Song, Mingyang Tang, Hongyue Comput Intell Neurosci Research Article In order to improve the artistic expression effect of photographic images, this article combines the deep learning model to conduct multicamera photographic image art research in BERT motion. Moreover, this article analyzes the external parameter errors caused in the calibration process and uses the checkerboard in the common field of view to calibrate the spatial coordinates of the corners of the board in multiple camera coordinate systems. In addition, this article aims to match the spatial coordinates of the corresponding points to each other and solve the rotation and translation matrix in the transformation process. Finally, this article uses the LM algorithm to optimize the calibration parameters of the camera and combines the deep learning algorithm to perform image processing. The experimental research results show that the research method of multicamera photography image art in BERT motion based on the deep learning mode proposed in this article can effectively improve the expression effect of image art. Hindawi 2022-04-27 /pmc/articles/PMC9068317/ /pubmed/35528331 http://dx.doi.org/10.1155/2022/2819269 Text en Copyright © 2022 Zhao Zhao 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
Zhao, Zhao
Song, Mingyang
Tang, Hongyue
Research on Multicamera Photography Image Art in BERT Motion Based on Deep Learning Mode
title Research on Multicamera Photography Image Art in BERT Motion Based on Deep Learning Mode
title_full Research on Multicamera Photography Image Art in BERT Motion Based on Deep Learning Mode
title_fullStr Research on Multicamera Photography Image Art in BERT Motion Based on Deep Learning Mode
title_full_unstemmed Research on Multicamera Photography Image Art in BERT Motion Based on Deep Learning Mode
title_short Research on Multicamera Photography Image Art in BERT Motion Based on Deep Learning Mode
title_sort research on multicamera photography image art in bert motion based on deep learning mode
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9068317/
https://www.ncbi.nlm.nih.gov/pubmed/35528331
http://dx.doi.org/10.1155/2022/2819269
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