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DB-CNN: Network Architecture. pesona88 login Bilinear pooling to combine S-CNN for synthetic distortions and VGG-16 for authentic distortions into one unified model Denote the representations from S-CNN and VGG-16 by Y1 and Y2, the bilinear pooling of Y1 and Y2 is formulated as: