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Titlebook: Novel Diffusion-Based Models for Image Restoration and Interpolation; Tudor Barbu Book 2019 Springer International Publishing AG, part of

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發(fā)表于 2025-3-21 20:01:43 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Novel Diffusion-Based Models for Image Restoration and Interpolation
編輯Tudor Barbu
視頻videohttp://file.papertrans.cn/669/668387/668387.mp4
概述Covers both theoretical and applied aspects of image processing and analysis.Provides valuable teaching and training resources for students and senior researchers in areas such as pattern recognition,
叢書名稱Signals and Communication Technology
圖書封面Titlebook: Novel Diffusion-Based Models for Image Restoration and Interpolation;  Tudor Barbu Book 2019 Springer International Publishing AG, part of
描述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.? ?.
出版日期Book 2019
關(guān)鍵詞Image processing and analysis; Computer Vision; Partial Differential Equations; Image Denoising and Res
版次1
doihttps://doi.org/10.1007/978-3-319-93006-0
isbn_softcover978-3-030-06566-9
isbn_ebook978-3-319-93006-0Series ISSN 1860-4862 Series E-ISSN 1860-4870
issn_series 1860-4862
copyrightSpringer International Publishing AG, part of Springer Nature 2019
The information of publication is updating

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發(fā)表于 2025-3-21 20:39:48 | 只看該作者
Book 2019cs 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.? ?.
板凳
發(fā)表于 2025-3-22 01:26:45 | 只看該作者
地板
發(fā)表于 2025-3-22 05:47:25 | 只看該作者
Conclusions,ork has brought many theoretical and practical results in two important and closely related image processing domains, namely the diffusion-based image denoising and inpainting, which have been addressed here.
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發(fā)表于 2025-3-22 09:20:16 | 只看該作者
978-3-030-06566-9Springer International Publishing AG, part of Springer Nature 2019
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發(fā)表于 2025-3-22 16:43:37 | 只看該作者
Novel Diffusion-Based Models for Image Restoration and Interpolation978-3-319-93006-0Series ISSN 1860-4862 Series E-ISSN 1860-4870
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https://doi.org/10.1007/978-3-319-93006-0Image processing and analysis; Computer Vision; Partial Differential Equations; Image Denoising and Res
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發(fā)表于 2025-3-23 07:40:44 | 只看該作者
Linear PDE-Based Image Denoising Schemes, differential equation (PDE)—based denoising techniques are discussed in the first section. Then, our main contributions to this image processing field are described in the following sections. Thus, an effective digital image restoration approach using a hyperbolic second-order differential model, i
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