IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Learning Decoupled Features with Perceptual Distillation for Blind Image Quality Assessment.
Jianjun Xiang, Yuanjie Dang, Peng Chen, Ronghua Liang, Weisi Lin
Published: 202610.1109/TIP.2025.3648584
Abstract
Existing Blind Image Quality Assessment (BIQA) approaches typically employ subjective scores as optimization targets to train the model, aiming for results consistent with human judgments. Such judgments are derived from a comprehensive analysis of c…
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