Flat and Shallow: Understanding Fake Image Detection Models by Architecture Profiling.
Jing XuWei ZhangYalong BaiQibin SunTao MeiPublished in: MMAsia (2021)
Keyphrases
- image data
- image features
- input image
- single image
- multiscale
- template matching
- image retrieval
- high resolution
- image content
- image analysis
- bayesian framework
- image classification
- random fields
- segmentation method
- image segmentation
- image collections
- feature points
- statistical model
- image matching
- lighting conditions
- hough transform
- image pixels
- bounding box
- detection algorithm
- image representation
- low level
- object detectors
- image statistics
- intensity variations
- road signs
- visual effects
- region of interest
- test images
- spatial information
- image regions
- keypoints
- segmentation algorithm
- edge detection
- image database
- d objects
- probabilistic model