ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features.
Yue WuWael AbdAlmageedPremkumar NatarajanPublished in: CVPR (2019)
Keyphrases
- image features
- digital images
- low level
- copy move forgery
- accurate localization
- single image
- anomaly detection
- test images
- original images
- image classification
- image data
- input image
- extracted features
- adaboost classifier
- image retrieval
- extracting features
- global features
- image content
- image regions
- invariant features
- image pixels
- cluttered scenes
- false positives
- image representation
- forgery detection
- automatic image orientation
- object localization
- feature values
- texture and shape features
- region of interest
- image analysis
- multiscale
- feature representation
- feature vectors
- feature extraction
- high resolution
- keypoints
- input patterns
- feature descriptors
- fundus images
- detection method
- segmentation method
- network traffic
- road signs
- detect anomalies
- hough transform
- scale space
- detecting anomalous
- spatial information
- object detectors
- intensity histogram
- color histogram
- similarity measure