60 citations · 144 across the 31 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cs.CV2018
Attention-based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions
Masanori Suganuma, Xing Liu, Takayuki Okatani
Many studies have been conducted so far on image restoration, the problem of restoring a clean image from its distorted version. There are many different types of distortion which…
cs.NE2018★ 33 cited
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search
Masanori Suganuma, Mete Ozay, Takayuki Okatani
Researchers have applied deep neural networks to image restoration tasks, in which they proposed various network architectures, loss functions, and training methods. In particular,…