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Guang Yang

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Book Open access Jul 2026

Radial Residual Frequency: A Semantically Aligned Benchmark and Spectral Detector for AI-Generated Images

A data-generation pipeline that captions real photographs with a vision–language model and regenerates them with modern text-to-image systems, producing semantically aligned real/synthetic pairs that isolate generative artifacts from image content is described.

Guang Yang, Qian Zhang, Fengchen Liu · 0 citations