DSSE-net: dual stream skip edge-enhanced network with forgery loss for image forgery localization.
Aokun ZhengTianqiang HuangWei HuangLiqing HuangFeng YeHaifeng LuoPublished in: Int. J. Mach. Learn. Cybern. (2024)
Keyphrases
- forgery detection
- edge detection
- digital images
- image data
- input image
- image analysis
- image content
- single image
- jpeg images
- image representation
- multiscale
- image features
- image edges
- image segmentation
- gray value
- image retrieval
- image classification
- data streams
- edge pixels
- image regions
- pixel values
- edge map
- grey level
- precise localization
- accurate localization
- multiple scales
- adjacent pixels
- edge detection algorithm
- gradient magnitude
- sobel operator
- copy move forgery
- edge points
- interpolation method
- object localization
- image gradient
- zero crossing
- network structure
- segmentation method
- image sequences