UG^2: A Video Benchmark for Assessing the Impact of Image Restoration and Enhancement on Automatic Visual Recognition.
Rosaura G. VidalSreya BanerjeeKlemen GrmVitomir StrucWalter J. ScheirerPublished in: WACV (2018)
Keyphrases
- image restoration
- visual recognition
- image processing
- edge preserving
- image classification
- total variation
- video sequences
- video data
- object recognition
- super resolution
- regularization parameter
- markov random field
- view independent
- image deblurring
- image enhancement
- image restoration problems
- iterative image restoration
- video frames
- motion blur
- adaptive neighborhood
- blur identification
- degraded images
- restoration algorithm
- blind image restoration
- modified hopfield neural network
- regularization method
- point spread function
- object detection
- synthetic and real images
- low resolution
- natural images
- image segmentation