image denoising
2 statements across 1 episodes · 2 bullish · 0 bearish · 1 people on the record · first statement May 9, 2018 by Carola Schönlieb · across every show →
Everything said about image denoising, oldest first
May 9, 2018 bullish
Schönlieb: Deep neural networks outperform handcrafted methods in image denoising
“Image denoising nowadays, I think the best image denoising approaches are actually coming from deep neural networks. So, you know, these handcrafted methods get more and more beaten in terms of performance. By some of these neural network approaches.”
May 9, 2018 positive
Schönlieb: Handcrafted image models provide mathematical proofs and error estimates
“We can prove properties about the denoising abilities of these methods of how stable they are, for instance, to perturbations in the images. We know how that works, so we can prove things about that. We have error estimates and things like this.”