Can I read Deep Unrolling for Blind Deblurring on EtoBox?
Deep Unrolling for Blind Deblurring by Андрей Орлов is a document available to read on EtoBox.
What is Deep Unrolling for Blind Deblurring about?
1) The document proposes a neural network architecture called Deep Unrolling for Blind Deblurring (DUBLID) for blind image deblurring. 2) DUBLID is based on the idea of "algorithm unrolling" which connects iterative algorithms like those used for sparse coding to neural network architectures. 3) The authors first present an iterative algorithm that can be seen as a generalization of traditional total variation regularization in the gradient domain, then unroll it to construct the DUBLID neural network, l
- Author
- Андрей Орлов
- Language
- EN