Plenoptic Imaging and Processing
This open access book delves into the fundamental principles and cutting-edge techniques of plenoptic imaging and processing. Derived from the Latin words "plenus" (meaning "full") and "optic," plenoptic imaging offers a transformative approach to optical imaging. Unlike conventional systems that re...
Sábháilte in:
| Príomhchruthaitheoir: | |
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| Formáid: | Online |
| Teanga: | Béarla |
| Foilsithe / Cruthaithe: |
Springer Nature
2024
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| Ábhair: | |
| Rochtain ar líne: | ONIX_20241113_9789819769155_30 |
| Clibeanna: |
Níl clibeanna ann, Bí ar an gcéad duine le clib a chur leis an taifead seo!
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| _version_ | 1869521783269359616 |
|---|---|
| author | Fang, Lu |
| author_browse | Fang, Lu |
| author_facet | Fang, Lu |
| author_sort | Fang, Lu |
| collection | Directory of Open Access Books |
| description | This open access book delves into the fundamental principles and cutting-edge techniques of plenoptic imaging and processing. Derived from the Latin words "plenus" (meaning "full") and "optic," plenoptic imaging offers a transformative approach to optical imaging. Unlike conventional systems that rely solely on the pinhole camera model to capture spatial information, plenoptic imaging aims to detect and reconstruct multidimensional and multiscale information from light rays in space. Chapter 1 begins with the introduction of the basic principle of the plenoptic function and the historical development of plenoptic imaging. Next, Chapter 2 describes representative plenoptic sensing systems, including single-sensor devices with lenslet arrays, coded-aperture masks, structured camera arrays, and unstructured camera arrays. Then, Chapter 3 introduces gigapixel plenoptic sensing techniques capable of capturing large-scale dynamic scenes with extremely high resolution. Further, chapter 4 examines typical plenoptic reconstruction methods, including light-field image reconstruction, image-based, and RGBD-based geometry reconstruction. After that, chapter 5 tackles the challenges of large-scale plenoptic reconstruction by introducing sparse-view priors, high-resolution observations, and semantic information. Finally, chapter 6 discusses the frontier issues of plenoptic processing, including the gigapixel-level video dataset PANDA and corresponding visual intelligent algorithms. |
| format | Online |
| id | doab-20.500.12854ir-147825 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2024 |
| publishDateRange | 2024 |
| publishDateSort | 2024 |
| publisher | Springer Nature |
| publisherStr | Springer Nature |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1478252024-11-15T04:14:02Z Plenoptic Imaging and Processing Fang, Lu Plenoptic Light Field Gigapixel Multiview Stereposis Plenoptic Imaging Plenoptic Reconstruction Computational Imaging Visual Intelligence Gigapixel Image Processing thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJF Electronics engineering thema EDItEUR::U Computing and Information Technology::UY Computer science::UYT Image processing thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials::TGM Materials science::TGMT Testing of materials This open access book delves into the fundamental principles and cutting-edge techniques of plenoptic imaging and processing. Derived from the Latin words "plenus" (meaning "full") and "optic," plenoptic imaging offers a transformative approach to optical imaging. Unlike conventional systems that rely solely on the pinhole camera model to capture spatial information, plenoptic imaging aims to detect and reconstruct multidimensional and multiscale information from light rays in space. Chapter 1 begins with the introduction of the basic principle of the plenoptic function and the historical development of plenoptic imaging. Next, Chapter 2 describes representative plenoptic sensing systems, including single-sensor devices with lenslet arrays, coded-aperture masks, structured camera arrays, and unstructured camera arrays. Then, Chapter 3 introduces gigapixel plenoptic sensing techniques capable of capturing large-scale dynamic scenes with extremely high resolution. Further, chapter 4 examines typical plenoptic reconstruction methods, including light-field image reconstruction, image-based, and RGBD-based geometry reconstruction. After that, chapter 5 tackles the challenges of large-scale plenoptic reconstruction by introducing sparse-view priors, high-resolution observations, and semantic information. Finally, chapter 6 discusses the frontier issues of plenoptic processing, including the gigapixel-level video dataset PANDA and corresponding visual intelligent algorithms. 2024-11-14T04:22:05Z 2024-11-14T04:22:05Z 2024-11-13T12:47:38Z 2025 book ONIX_20241113_9789819769155_30 https://library.oapen.org/handle/20.500.12657/94626 9789819769155 9789819769148 https://directory.doabooks.org/handle/20.500.12854/147825 eng Advances in Computer Vision and Pattern Recognition open access image/png image/jpeg n/a n/a https://library.oapen.org/bitstream/20.500.12657/94626/1/978-981-97-6915-5.pdf https://library.oapen.org/bitstream/20.500.12657/94626/1/978-981-97-6915-5.pdf Springer Nature Springer Nature Singapore 10.1007/978-981-97-6915-5 10.1007/978-981-97-6915-5 9fa3421d-f917-4153-b9ab-fc337c396b5a 9789819769155 9789819769148 Springer Nature Singapore 389 Singapore open access |
| spellingShingle | Plenoptic Light Field Gigapixel Multiview Stereposis Plenoptic Imaging Plenoptic Reconstruction Computational Imaging Visual Intelligence Gigapixel Image Processing thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJF Electronics engineering thema EDItEUR::U Computing and Information Technology::UY Computer science::UYT Image processing thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials::TGM Materials science::TGMT Testing of materials Fang, Lu Plenoptic Imaging and Processing |
| title | Plenoptic Imaging and Processing |
| title_full | Plenoptic Imaging and Processing |
| title_fullStr | Plenoptic Imaging and Processing |
| title_full_unstemmed | Plenoptic Imaging and Processing |
| title_short | Plenoptic Imaging and Processing |
| title_sort | plenoptic imaging and processing |
| topic | Plenoptic Light Field Gigapixel Multiview Stereposis Plenoptic Imaging Plenoptic Reconstruction Computational Imaging Visual Intelligence Gigapixel Image Processing thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJF Electronics engineering thema EDItEUR::U Computing and Information Technology::UY Computer science::UYT Image processing thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials::TGM Materials science::TGMT Testing of materials |
| topic_facet | Plenoptic Light Field Gigapixel Multiview Stereposis Plenoptic Imaging Plenoptic Reconstruction Computational Imaging Visual Intelligence Gigapixel Image Processing thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering::TJF Electronics engineering thema EDItEUR::U Computing and Information Technology::UY Computer science::UYT Image processing thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TG Mechanical engineering and materials::TGM Materials science::TGMT Testing of materials |
| url | ONIX_20241113_9789819769155_30 |
| work_keys_str_mv | AT fanglu plenopticimagingandprocessing |