Connecting Image Denoising and High-Level Vision Tasks via Deep Learning.
Ding LiuBihan WenJianbo JiaoXianming LiuZhangyang WangThomas S. HuangPublished in: CoRR (2018)
Keyphrases
- low level vision problems
- high level vision
- image denoising
- deep learning
- low level vision
- computer vision
- high level
- denoising
- low level
- natural images
- belief propagation
- noisy images
- unsupervised learning
- total variation
- image restoration
- image processing
- machine learning
- markov networks
- wavelet coefficients
- weakly supervised
- object recognition
- subband
- pattern recognition
- image understanding
- graphical models
- multiresolution
- higher order
- denoising methods
- similarity measure
- multi class
- pairwise