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The New Era of Image Denoising

Offered By: Institut des Hautes Etudes Scientifiques (IHES) via YouTube

Tags

Image Denoising Courses Artificial Intelligence Courses Deep Learning Courses Computer Vision Courses Signal Processing Courses Image Synthesis Courses Image Processing Courses Regularization Courses

Course Description

Overview

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Explore the revolutionary advancements in image denoising through this 32-minute lecture by Michael Elad from Technion, presented at the Institut des Hautes Etudes Scientifiques (IHES). Delve into the evolution of image denoising techniques, from traditional methods to cutting-edge deep learning approaches. Discover how modern image denoisers can be applied beyond noise suppression, serving as powerful tools for regularizing inverse problems and driving image synthesis. Challenge conventional notions about unique solutions in denoising and other inverse problems, and learn about innovative methods for generating diverse, high-quality results. Gain insights into the latest research and potential future directions in this fundamental area of image processing.

Syllabus

Michael Elad - The New Era of Image Denoising


Taught by

Institut des Hautes Etudes Scientifiques (IHES)

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