Proposes a psychovisual-inspired deep learning method that encodes images in learned frequency sub-bands for interpretable semantic structures and reduced depth dependence.
C-CNN: Contourlet Convolutional Neural Networks.IEEE Transactions on Neural Networks and Learning Systems, 32(6):2636– 2649, June 2021
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Deep Psychovisual Image Representations
Proposes a psychovisual-inspired deep learning method that encodes images in learned frequency sub-bands for interpretable semantic structures and reduced depth dependence.