Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent Space.
Ioana MaziluShunxin WangSven DummerRaymond N. J. VeldhuisChristoph BruneNicola StrisciuglioPublished in: CoRR (2023)
Keyphrases
- latent space
- motion blur
- defocus blur
- blurred images
- latent variables
- low dimensional
- dimensionality reduction
- image restoration
- gaussian process
- point spread function
- feature space
- parameter space
- high dimensional
- super resolution
- generative model
- synthetic and real images
- camera motion
- denoising
- light field
- image processing
- video camera
- frame rate
- spatial domain
- face recognition
- dynamic scenes
- random variables
- depth map
- frequency domain
- probabilistic model
- support vector
- three dimensional
- computer vision