Defocus Image Deblurring Network With Defocus Map Estimation as Auxiliary Task.
Haoyu MaShaojun LiuQingmin LiaoJuncheng ZhangJing-Hao XuePublished in: IEEE Trans. Image Process. (2022)
Keyphrases
- blurred images
- image deblurring
- blind deconvolution
- map estimation
- point spread function
- image restoration
- blur kernel
- synthetic and real images
- maximum a posteriori
- spatial domain
- spatially varying
- markov random field
- motion blur
- maximum likelihood
- total variation
- additive noise
- digital image processing
- edge information
- noisy images
- regularization parameter
- transfer function
- feature extraction
- image denoising
- image reconstruction
- depth map
- super resolution
- object recognition