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Books > Science & Mathematics > Mathematics > Calculus & mathematical analysis > Differential equations
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Novel Diffusion-Based Models for Image Restoration and Interpolation (Paperback, Softcover reprint of the original 1st ed. 2019)
Loot Price: R2,860
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Novel Diffusion-Based Models for Image Restoration and Interpolation (Paperback, Softcover reprint of the original 1st ed. 2019)
Series: Signals and Communication Technology
Expected to ship within 10 - 15 working days
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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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