General Pipeline for AI-Generated Image Detection (IMAGE)
Caption
This figure illustrates the general technical pipeline for AI-generated image detection. The process begins with feature extraction and the construction of detection evidence, followed by preprocessing and classifier training, ultimately producing a prediction of image authenticity. The framework encompasses pixel-domain and frequency-domain features, multimodal fusion, data augmentation, and interpretability analysis, providing an overview of the core components in current AI-generated image detection systems.
Credit
Beijing Zhongke Journal Publising Co. Ltd.
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CC BY