Processing and Analysis of Hyperspectral Data
Hyperspectral imagery has received considerable attention in the last decade as it provides rich spectral information and allows the analysis of objects that are unidentifiable by traditional imaging techniques. It has a wide range of applications, including remote sensing, industry sorting, food an...
Saved in:
| 格式: | Online |
|---|---|
| 語言: | 英语 |
| 出版: |
IntechOpen
2021
|
| 主題: | |
| 在線閱讀: | ONIX_20210420_9781789851106_2583 |
| 標簽: |
沒有標簽, 成為第一個標記此記錄!
|
| _version_ | 1869519639877255168 |
|---|---|
| collection | Directory of Open Access Books |
| description | Hyperspectral imagery has received considerable attention in the last decade as it provides rich spectral information and allows the analysis of objects that are unidentifiable by traditional imaging techniques. It has a wide range of applications, including remote sensing, industry sorting, food analysis, biomedical imaging, etc. However, in contrast to RGB images from which information can be intuitively extracted, hyperspectral data is only useful with proper processing and analysis. This book covers theoretical advances of hyperspectral image processing and applications of hyperspectral processing, including unmixing, classification, super-resolution, and quality estimation with classical and deep learning methods. |
| format | Online |
| id | doab-20.500.12854ir-67224 |
| 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-672242024-04-05T12:38:31Z Processing and Analysis of Hyperspectral Data Chen, Jie Song, Yingying Li, Hengchao Geophysics thema EDItEUR::P Mathematics and Science::PH Physics::PHV Applied physics::PHVG Geophysics Hyperspectral imagery has received considerable attention in the last decade as it provides rich spectral information and allows the analysis of objects that are unidentifiable by traditional imaging techniques. It has a wide range of applications, including remote sensing, industry sorting, food analysis, biomedical imaging, etc. However, in contrast to RGB images from which information can be intuitively extracted, hyperspectral data is only useful with proper processing and analysis. This book covers theoretical advances of hyperspectral image processing and applications of hyperspectral processing, including unmixing, classification, super-resolution, and quality estimation with classical and deep learning methods. 2021-04-20T16:06:57Z 2021-04-20T16:06:57Z 2020 book ONIX_20210420_9781789851106_2583 9781789851106 9781789851090 9781838804626 https://directory.doabooks.org/handle/20.500.12854/67224 eng image/jpeg n/a https://www.intechopen.com/books https://mts.intechopen.com/storage/books/8223/authors_book/authors_book.pdf IntechOpen IntechOpen 10.5772/intechopen.78179 10.5772/intechopen.78179 78a36484-2c0c-47cb-ad67-2b9f5cd4a8f6 9781789851106 9781789851090 9781838804626 IntechOpen 136 open access |
| spellingShingle | Geophysics thema EDItEUR::P Mathematics and Science::PH Physics::PHV Applied physics::PHVG Geophysics Processing and Analysis of Hyperspectral Data |
| title | Processing and Analysis of Hyperspectral Data |
| title_full | Processing and Analysis of Hyperspectral Data |
| title_fullStr | Processing and Analysis of Hyperspectral Data |
| title_full_unstemmed | Processing and Analysis of Hyperspectral Data |
| title_short | Processing and Analysis of Hyperspectral Data |
| title_sort | processing and analysis of hyperspectral data |
| topic | Geophysics thema EDItEUR::P Mathematics and Science::PH Physics::PHV Applied physics::PHVG Geophysics |
| topic_facet | Geophysics thema EDItEUR::P Mathematics and Science::PH Physics::PHV Applied physics::PHVG Geophysics |
| url | ONIX_20210420_9781789851106_2583 |