NLIP: Noise-Robust Language-Image Pre-training.
Runhui HuangYanxin LongJianhua HanHang XuXiwen LiangChunjing XuXiaodan LiangPublished in: AAAI (2023)
Keyphrases
- image noise
- salt pepper
- geometric distortions
- image data
- image features
- background noise
- image analysis
- single image
- input image
- multiscale
- additive noise
- image retrieval
- image classification
- image structure
- random noise
- high contrast
- image watermarking
- image transformations
- partial occlusion
- image edges
- imaging artifacts
- training set
- robust statistical
- geometric attacks
- weak edges
- image segmentation
- natural language
- high resolution
- registration errors
- pixel intensities
- image representation
- low frequency
- segmentation algorithm
- image regions
- digital images
- gaussian noise
- programming language
- natural images
- optical flow
- segmentation method
- keypoints
- image content
- signal to noise ratio
- noise level
- denoising methods
- feature descriptors
- denoising algorithm