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eBooks :: Kembali

Novel Diffusion-Based Models for Image Restoration and Interpolation

Barbu,Tudor; (Springer Cham, 2019)

 Abstrak

This 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.

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 Metadata

Jenis Koleksi : eBooks
No. Panggil : e20501706
Entri utama-Nama orang :
Subjek :
Penerbitan : Switzerland: Springer Cham, 2019
Sumber Pengatalogan: LibUI eng rda
Tipe Konten: text
Tipe Media: computer
Tipe Pembawa: online resource
Deskripsi Fisik: viii, 126 pages : illustration
Tautan: http://link.springer.com/openurl?genre=book&isbn=978-3-319-93006-0
Lembaga Pemilik:
Lokasi:
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No. Panggil No. Barkod Ketersediaan
e20501706 20-23-12377396 TERSEDIA
Ulasan:
Tidak ada ulasan pada koleksi ini: 9999920520663
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