Siamese convolutional neural network-based approach towards universal image forensics.
Aniruddha MazumdarPrabin Kumar BoraPublished in: IET Image Process. (2020)
Keyphrases
- input image
- convolutional neural network
- image content
- single image
- image analysis
- image data
- image features
- image classification
- grey level
- multiscale
- forgery detection
- template matching
- image regions
- keypoints
- image representation
- image retrieval
- image collections
- region of interest
- digital images
- segmentation method
- low level
- image set
- lighting conditions
- similarity measure
- hough transform
- image noise
- image segmentation
- segmentation algorithm
- feature points
- image sequences
- pixel values
- medical images
- machine learning
- feature extraction
- image matching
- spatial information
- energy function
- face detection
- denoising