Joint Learning of Deep Texture and High-Frequency Features for Computer-Generated Image Detection.
Qiang XuShan JiaXinghao JiangTanfeng SunZhe WangHong YanPublished in: CoRR (2022)
Keyphrases
- high frequency
- computer generated
- low frequency
- photographic images
- image features
- high resolution
- high frequencies
- input image
- high frequency components
- feature extraction
- blocking artifacts
- image content
- wavelet transform
- visual quality
- high pass
- image segmentation
- image data
- multiscale
- wavelet decomposition
- image representation
- texture and shape features
- low and high frequency
- high quality
- discrete wavelet transform
- multiresolution
- subband
- image analysis
- texture features
- similarity measure
- subband decomposition
- multi view
- denoising