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010   $a3-319-93006-0
024 7 $a10.1007/978-3-319-93006-0
035   $a(CKB)3850000000035358
035   $a(DE-He213)978-3-319-93006-0
035   $a(MiAaPQ)EBC5510062
035   $a(PPN)229502970
035   $a(EXLCZ)993850000000035358
100   $a20180702d2019      u|         0
101 0 $aeng
135   $aurnn|008mamaa
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aNovel Diffusion-Based Models for Image Restoration and Interpolation /$fby Tudor Barbu
205   $a1st ed. 2019.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2019.
215   $a1 online resource (VIII, 126 p. 31 illus., 8 illus. in color.) 
225 1 $aSignals and Communication Technology,$x1860-4862
311   $a3-319-93005-2 
327   $aIntroduction -- Linear PDE-based Image Denoising Schemes -- Nonlinear Diffusion-based Image Restoration Models -- Variational and PDE Models for Image Interpolation -- Conclusions.
330   $aThis book covers two essential PDE-based image processing fields: image denoising and image inpainting. It describes the state-of-the-art PDE-based image restoration and interpolation (inpainting) techniques, focusing on the latest advances in PDE-based image processing and analysis, and explores novel techniques involving diffusion-based models and variational schemes. The PDE and variational schemes clearly outperform the conventional approaches in these areas, and can successfully remove image noise and reconstruct missing or highly degraded regions, while preserving the essential features and avoiding unintended effects. The book addresses researchers and graduate students, but is also well suited for professionals in both the mathematics and electrical engineering domains, as it provides rigorous mathematical investigations of the image processing models described, as well as mathematical treatments for the numerical approximation schemes of these differential models. .
410  0$aSignals and Communication Technology,$x1860-4862
606   $aOptical data processing
606   $aPartial differential equations
606   $aComputational intelligence
606   $aImage Processing and Computer Vision$3https://scigraph.springernature.com/ontologies/product-market-codes/I22021
606   $aPartial Differential Equations$3https://scigraph.springernature.com/ontologies/product-market-codes/M12155
606   $aComputational Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/T11014
615  0$aOptical data processing.
615  0$aPartial differential equations.
615  0$aComputational intelligence.
615 14$aImage Processing and Computer Vision.
615 24$aPartial Differential Equations.
615 24$aComputational Intelligence.
676   $a006.6
676   $a006.37
700   $aBarbu$b Tudor$4aut$4http://id.loc.gov/vocabulary/relators/aut$0942561
906   $aBOOK
912   $a9910337465203321
996   $aNovel Diffusion-Based Models for Image Restoration and Interpolation$92127102
997   $aUNINA