Recent Advances in Image Restoration with Applications to Real World Problems
In the past few decades, imaging hardware has improved tremendously in terms of resolution, making widespread usage of images in many diverse applications on Earth and planetary missions. However, practical issues associated with image acquisition are still affecting image quality. Some of these iss...
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| Materialtyp: | Online |
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| Språk: | engelska |
| Utgiven: |
IntechOpen
2021
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| Ämnen: | |
| Länkar: | ONIX_20210420_9781839683565_3103 |
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| _version_ | 1869525135460925440 |
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| collection | Directory of Open Access Books |
| description | In the past few decades, imaging hardware has improved tremendously in terms of resolution, making widespread usage of images in many diverse applications on Earth and planetary missions. However, practical issues associated with image acquisition are still affecting image quality. Some of these issues such as blurring, measurement noise, mosaicing artifacts, low spatial or spectral resolution, etc. can seriously affect the accuracy of the aforementioned applications. This book intends to provide the reader with a glimpse of the latest developments and recent advances in image restoration, which includes image super-resolution, image fusion to enhance spatial, spectral resolution, and temporal resolutions, and the generation of synthetic images using deep learning techniques. Some practical applications are also included. |
| format | Online |
| id | doab-20.500.12854ir-67743 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | IntechOpen |
| publisherStr | IntechOpen |
| record_format | ojs |
| spelling | doab-20.500.12854ir-677432024-04-14T10:28:29Z Recent Advances in Image Restoration with Applications to Real World Problems Kwan, Chiman Image processing thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision In the past few decades, imaging hardware has improved tremendously in terms of resolution, making widespread usage of images in many diverse applications on Earth and planetary missions. However, practical issues associated with image acquisition are still affecting image quality. Some of these issues such as blurring, measurement noise, mosaicing artifacts, low spatial or spectral resolution, etc. can seriously affect the accuracy of the aforementioned applications. This book intends to provide the reader with a glimpse of the latest developments and recent advances in image restoration, which includes image super-resolution, image fusion to enhance spatial, spectral resolution, and temporal resolutions, and the generation of synthetic images using deep learning techniques. Some practical applications are also included. 2021-04-20T16:24:21Z 2021-04-20T16:24:21Z 2020 book ONIX_20210420_9781839683565_3103 9781839683565 9781839683558 9781839683572 https://directory.doabooks.org/handle/20.500.12854/67743 eng image/jpeg Attribution-NonCommercial 4.0 International https://www.intechopen.com/books https://mts.intechopen.com/storage/books/10174/authors_book/authors_book.pdf IntechOpen IntechOpen 10.5772/intechopen.90607 10.5772/intechopen.90607 78a36484-2c0c-47cb-ad67-2b9f5cd4a8f6 9781839683565 9781839683558 9781839683572 IntechOpen 178 open access |
| spellingShingle | Image processing thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision Recent Advances in Image Restoration with Applications to Real World Problems |
| title | Recent Advances in Image Restoration with Applications to Real World Problems |
| title_full | Recent Advances in Image Restoration with Applications to Real World Problems |
| title_fullStr | Recent Advances in Image Restoration with Applications to Real World Problems |
| title_full_unstemmed | Recent Advances in Image Restoration with Applications to Real World Problems |
| title_short | Recent Advances in Image Restoration with Applications to Real World Problems |
| title_sort | recent advances in image restoration with applications to real world problems |
| topic | Image processing thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision |
| topic_facet | Image processing thema EDItEUR::U Computing and Information Technology::UY Computer science::UYQ Artificial intelligence::UYQV Computer vision |
| url | ONIX_20210420_9781839683565_3103 |