A Single Simple Patch is All You Need for AI-generated Image Detection.
Jiaxuan ChenJieteng YaoLi NiuPublished in: CoRR (2024)
Keyphrases
- single image
- image features
- image analysis
- image classification
- image content
- image data
- edge detection
- artificial intelligence
- test images
- input image
- image segmentation
- template matching
- detection algorithm
- image representation
- multiscale
- feature points
- image pixels
- object detection
- spatial information
- image matching
- contour extraction
- bounding box
- hough transform
- image retrieval
- high resolution
- low level
- image regions
- keypoints
- expert systems
- detection method
- similarity measure
- lighting conditions
- pixel values
- regular grid