Deep Camera Obscura: An Image Restoration Pipeline for Lensless Pinhole Photography.
Joshua D. RegoHuaijin ChenShuai LiJinwei GuSuren JayasuriyaPublished in: CoRR (2021)
Keyphrases
- image restoration
- camera calibration
- edge preserving
- total variation
- image processing
- blur kernel
- super resolution
- blurred images
- image deblurring
- regularization parameter
- video camera
- digital camera
- blur identification
- camera motion
- multi view
- markov random field
- structure from motion
- iterative image restoration
- gaussian noise
- auto focusing
- restoration method
- focal length
- motion blurred images
- image restoration problems
- blind image restoration
- modified hopfield neural network
- image deconvolution
- regularization method
- degraded images
- wiener filter
- autocalibration
- point spread function
- kernel estimation
- imaging systems
- digital images
- three dimensional
- image sequences
- computer vision
- moving objects