Image Manipulation Detection

Datasets

• Casia V1.0/2.0: [paper] [v1] [v2]

• Columbia Uncompressed Image Splicing Detection: [dataset]

• Pawel korus-Realistic Tampering Dataset: [dataset]

• Coverage: [dataset]

• NIST16: [dataset]

• DEFACTO: [dataset]

• self-made dataset with [code]

Methods

• MantraNet [code]: compare each pixel with neighboring pixels

• MAGritte [code]: a combination of generation and discrimination

• H-LSTM [paper] [code]: 1. resampling features 2. use Hilbert curve to determine the patch order

• Constrained-RCNN [code]: constrained convolution

• GSRNet [paper] [code]: data augmentation

• SPAN [code]: pyramid self-attention