Recovering JPEG Quantized Coefficients via a DCT Domain Spatial-Frequential Transformer

A DCT domain spatial-frequential Transformer, named DCTransformer, is proposed to effectively recover JPEG quantized coefficients across a wide range of quality factors by capturing both spatial and frequential correlations within the collocated DCT coefficients.