Detection and Localization of Image Forgeries using Resampling Features and Deep Learning.
Jason BunkJawadul H. BappyTajuddin Manhar MohammedLakshmanan NatarajArjuna FlennerB. S. ManjunathShivkumar ChandrasekaranAmit K. Roy-ChowdhuryLawrence PetersonPublished in: CoRR (2017)
Keyphrases
- deep learning
- image features
- unsupervised feature learning
- copy move forgery
- digital images
- single image
- input image
- test images
- image classification
- image regions
- multiscale
- image content
- image representation
- image retrieval
- spatial information
- image segmentation
- unsupervised learning
- region of interest
- segmentation method
- keypoints
- lighting conditions
- pairwise
- feature vectors
- higher order
- object detection
- partial occlusion
- bounding box
- similarity measure