CVJul 15, 2022
Image and Texture Independent Deep Learning Noise Estimation using Multiple Frames
arXiv:2207.07604v13 citationsh-index: 5
Originality Synthesis-oriented
AI Analysis
This addresses noise estimation in images, but appears incremental as it builds on existing CNN methods with a multi-frame approach.
The paper tackles the problem of image noise estimation by introducing a multiple-frame based convolutional neural network that is independent of image and texture, achieving unspecified results.
In this study, a novel multiple-frame based image and texture independent convolutional Neural Network (CNN) noise estimator is introduced. The estimator works.