| 000 | 03114nam a22005415i 4500 | ||
|---|---|---|---|
| 001 | 978-3-319-93006-0 | ||
| 003 | DE-He213 | ||
| 005 | 20220801221434.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 180702s2019 sz | s |||| 0|eng d | ||
| 020 |
_a9783319930060 _9978-3-319-93006-0 |
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| 024 | 7 |
_a10.1007/978-3-319-93006-0 _2doi |
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| 050 | 4 | _aTA1634 | |
| 072 | 7 |
_aUYQV _2bicssc |
|
| 072 | 7 |
_aCOM012000 _2bisacsh |
|
| 072 | 7 |
_aUYQV _2thema |
|
| 082 | 0 | 4 |
_a006.37 _223 |
| 100 | 1 |
_aBarbu, Tudor. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _956022 |
|
| 245 | 1 | 0 |
_aNovel Diffusion-Based Models for Image Restoration and Interpolation _h[electronic resource] / _cby Tudor Barbu. |
| 250 | _a1st ed. 2019. | ||
| 264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2019. |
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| 300 |
_aVIII, 126 p. 31 illus., 8 illus. in color. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 347 |
_atext file _bPDF _2rda |
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| 490 | 1 |
_aSignals and Communication Technology, _x1860-4870 |
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| 505 | 0 | _aIntroduction -- Linear PDE-based Image Denoising Schemes -- Nonlinear Diffusion-based Image Restoration Models -- Variational and PDE Models for Image Interpolation -- Conclusions. | |
| 520 | _aThis book covers two essential PDE-based image processing fields: image denoising and image inpainting. It describes the state-of-the-art PDE-based image restoration and interpolation (inpainting) techniques, focusing on the latest advances in PDE-based image processing and analysis, and explores novel techniques involving diffusion-based models and variational schemes. The PDE and variational schemes clearly outperform the conventional approaches in these areas, and can successfully remove image noise and reconstruct missing or highly degraded regions, while preserving the essential features and avoiding unintended effects. The book addresses researchers and graduate students, but is also well suited for professionals in both the mathematics and electrical engineering domains, as it provides rigorous mathematical investigations of the image processing models described, as well as mathematical treatments for the numerical approximation schemes of these differential models. . | ||
| 650 | 0 |
_aComputer vision. _956023 |
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| 650 | 0 |
_aDifferential equations. _956024 |
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| 650 | 0 |
_aComputational intelligence. _97716 |
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| 650 | 1 | 4 |
_aComputer Vision. _956025 |
| 650 | 2 | 4 |
_aDifferential Equations. _956026 |
| 650 | 2 | 4 |
_aComputational Intelligence. _97716 |
| 710 | 2 |
_aSpringerLink (Online service) _956027 |
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| 773 | 0 | _tSpringer Nature eBook | |
| 776 | 0 | 8 |
_iPrinted edition: _z9783319930053 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783319930077 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783030065669 |
| 830 | 0 |
_aSignals and Communication Technology, _x1860-4870 _956028 |
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| 856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-319-93006-0 |
| 912 | _aZDB-2-ENG | ||
| 912 | _aZDB-2-SXE | ||
| 942 | _cEBK | ||
| 999 |
_c79671 _d79671 |
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