3 papers
eess.IV2020
Image Denoising for Strong Gaussian Noises With Specialized CNNs for Different Frequency Components
Seyed Mohsen Hosseini
In machine learning approach to image denoising a network is trained to recover a clean image from a noisy one. In this paper a novel structure is proposed based on training multip…
eess.IV2020
Lattice Fusion Networks for Image Denoising
Seyed Mohsen Hosseini
A novel method for feature fusion in convolutional neural networks is proposed in this paper. Different feature fusion techniques are suggested to facilitate the flow of informatio…
cs.IT2016
On the Convex Geometry of Weighted Nuclear Norm Minimization
Seyedroohollah Hosseini
Low-rank matrix approximation, which aims to construct a low-rank matrix from an observation, has received much attention recently. An efficient method to solve this problem is to…