Proposes a psychovisual-inspired deep learning method that encodes images in learned frequency sub-bands for interpretable semantic structures and reduced depth dependence.
KPCA-CAM: Visual Explainability of Deep Computer Vision Models Using Kernel PCA.IEEE Interna- tional Workshop on Multimedia Signal Processing, 2024
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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.