Text-Only Training for Image Captioning using Noise-Injected CLIP.
David NukraiRon MokadyAmir GlobersonPublished in: EMNLP (Findings) (2022)
Keyphrases
- image noise
- image data
- input image
- background noise
- multiscale
- image features
- random noise
- image classification
- image structure
- single image
- image representation
- image content
- image analysis
- high resolution
- edge detection
- low snr
- pixel intensities
- high contrast
- low frequency
- image collections
- gaussian noise
- web images
- image segmentation
- segmentation method
- denoising
- low level
- image retrieval
- noise level
- noise reduction
- signal to noise ratio
- feature points
- image edges
- additive noise
- denoising algorithm
- denoising methods
- geometric distortions
- imaging process
- salt pepper