دانلود کتاب Denoising of Photographic Images and Video: Fundamentals, Open Challenges and New Trends

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Front Matter ....Pages i-xiv
Modeling and Estimation of Signal-Dependent and Correlated Noise (Lucio Azzari, Lucas Rodrigues Borges, Alessandro Foi)....Pages 1-36
Sparsity-Based Denoising of Photographic Images: From Model-Based to Data-Driven (Xin Li, Weisheng Dong, Guangming Shi)....Pages 37-62
Image Denoising—Old and New (Michael Moeller, Daniel Cremers)....Pages 63-91
Convolutional Neural Networks for Image Denoising and Restoration (Wangmeng Zuo, Kai Zhang, Lei Zhang)....Pages 93-123
Gaussian Priors for Image Denoising (Julie Delon, Antoine Houdard)....Pages 125-149
Internal Versus External Denoising—Benefits and Bounds (Maria Zontak, Michal Irani)....Pages 151-174
Patch-Based Methods for Video Denoising (A. Buades, J. L. Lisani)....Pages 175-205
Image and Video Noise: An Industry Perspective (Stuart Perry)....Pages 207-234
Noise Characteristics and Noise Perception (Tamara Seybold)....Pages 235-265
Pull-Push Non-local Means with Guided and Burst Filtering Capabilities (John R. Isidoro, Peyman Milanfar)....Pages 267-294
Three Approaches to Improve Denoising Results that Do Not Involve Developing New Denoising Methods (Gabriela Ghimpeteanu, Thomas Batard, Stacey Levine, Marcelo Bertalmío)....Pages 295-329
Back Matter ....Pages 331-333