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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...

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Detalles Bibliográficos
Autores principales: Morikawa, Chamin, Kobayashi, Michihiro, Satoh, Masaki, Kuroda, Yasuhiro, Inomata, Teppei, Matsuo, Hitoshi, Miura, Takeshi, Hilaga, Masaki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
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
Descripción
Sumario: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.