UnsafeBench: Benchmarking Image Safety Classifiers on Real-World and AI-Generated Images.
Yiting QuXinyue ShenYixin WuMichael BackesSavvas ZannettouYang ZhangPublished in: CoRR (2024)
Keyphrases
- input image
- image data
- image features
- image collections
- test images
- image retrieval
- original images
- image analysis
- image classification
- labeled images
- image regions
- real world
- segmentation method
- high contrast
- image pixels
- image processing algorithms
- intensity values
- pixel values
- image matching
- image dataset
- normalized correlation
- image set
- edge detection
- segmentation algorithm
- reference images
- image structure
- region of interest
- image content
- image noise
- grey level
- satellite images
- feature points
- illumination conditions
- gray value
- sample images
- contrast enhancement
- web images
- lighting conditions
- image database
- segmented images
- gray level images
- synthesized images
- imaging process
- image annotation
- extracted features
- digital imaging
- ccd camera
- pixel intensities
- pixel level
- spatial information
- natural images
- visual features
- low level image features
- improve recognition accuracy
- secret image
- keypoints
- image segmentation
- license plate
- aerial images
- single image
- image registration
- object recognition
- gaussian noise
- color histogram
- gray level
- image representation
- face images
- false matches