Text-Only Training for Image Captioning using Noise-Injected CLIP.
David NukraiRon MokadyAmir GlobersonPublished in: CoRR (2022)
Keyphrases
- image noise
- input image
- background noise
- random noise
- image data
- image features
- single image
- image structure
- image segmentation
- low frequency
- image analysis
- image collections
- intensity distribution
- image edges
- edge detection
- gaussian noise
- imaging process
- web images
- image content
- multiscale
- image processing
- test images
- noise reduction
- pixel values
- high contrast
- image classification
- additive noise
- high resolution
- geometric distortions
- low level
- salt pepper
- training and testing data
- keywords
- degraded images
- training set
- image retrieval
- denoising methods
- segmentation method
- scale space
- feature points
- visual features
- segmentation algorithm
- high frequency