The New Era of Image Denoising

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.