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Image and video processing on mobile devices: a survey
Image processing and computer vision on mobile devices have a wide range of applications such as digital image enhancement and augmented reality. While images acquired by cameras on mobile devices can be processed with generic image processing algorithms, there are numerous constraints and external...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8215099/ https://www.ncbi.nlm.nih.gov/pubmed/34177023 http://dx.doi.org/10.1007/s00371-021-02200-8 |
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author | Morikawa, Chamin Kobayashi, Michihiro Satoh, Masaki Kuroda, Yasuhiro Inomata, Teppei Matsuo, Hitoshi Miura, Takeshi Hilaga, Masaki |
author_facet | Morikawa, Chamin Kobayashi, Michihiro Satoh, Masaki Kuroda, Yasuhiro Inomata, Teppei Matsuo, Hitoshi Miura, Takeshi Hilaga, Masaki |
author_sort | Morikawa, Chamin |
collection | PubMed |
description | Image processing and computer vision on mobile devices have a wide range of applications such as digital image enhancement and augmented reality. While images acquired by cameras on mobile devices can be processed with generic image processing algorithms, there are numerous constraints and external issues that call for customized algorithms for such devices. In this paper, we survey mobile image processing and computer vision applications while highlighting these constraints and explaining how the algorithms have been modified/adapted to meet accuracy and performance demands. We hope that this paper will be a useful resource for researchers who intend to apply image processing and computer vision algorithms to real-world scenarios and applications that involve mobile devices. |
format | Online Article Text |
id | pubmed-8215099 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-82150992021-06-21 Image and video processing on mobile devices: a survey Morikawa, Chamin Kobayashi, Michihiro Satoh, Masaki Kuroda, Yasuhiro Inomata, Teppei Matsuo, Hitoshi Miura, Takeshi Hilaga, Masaki Vis Comput Survey Image processing and computer vision on mobile devices have a wide range of applications such as digital image enhancement and augmented reality. While images acquired by cameras on mobile devices can be processed with generic image processing algorithms, there are numerous constraints and external issues that call for customized algorithms for such devices. In this paper, we survey mobile image processing and computer vision applications while highlighting these constraints and explaining how the algorithms have been modified/adapted to meet accuracy and performance demands. We hope that this paper will be a useful resource for researchers who intend to apply image processing and computer vision algorithms to real-world scenarios and applications that involve mobile devices. Springer Berlin Heidelberg 2021-06-21 2021 /pmc/articles/PMC8215099/ /pubmed/34177023 http://dx.doi.org/10.1007/s00371-021-02200-8 Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Survey Morikawa, Chamin Kobayashi, Michihiro Satoh, Masaki Kuroda, Yasuhiro Inomata, Teppei Matsuo, Hitoshi Miura, Takeshi Hilaga, Masaki Image and video processing on mobile devices: a survey |
title | Image and video processing on mobile devices: a survey |
title_full | Image and video processing on mobile devices: a survey |
title_fullStr | Image and video processing on mobile devices: a survey |
title_full_unstemmed | Image and video processing on mobile devices: a survey |
title_short | Image and video processing on mobile devices: a survey |
title_sort | image and video processing on mobile devices: a survey |
topic | Survey |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8215099/ https://www.ncbi.nlm.nih.gov/pubmed/34177023 http://dx.doi.org/10.1007/s00371-021-02200-8 |
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