PAD-Net, a Siamese encoder-decoder with a ResNet-18 quality regressor, predicts no-reference stereoscopic image quality by modeling binocular rivalry through likelihood and prior maps, and reports state-of-the-art results on LIVE Phase I/II and Waterloo IVC Phase I.
Depth estimation and image restoration using defocused stereo pairs,
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Binocular Rivalry Oriented Predictive Auto-Encoding Network for Blind Stereoscopic Image Quality Measurement
PAD-Net, a Siamese encoder-decoder with a ResNet-18 quality regressor, predicts no-reference stereoscopic image quality by modeling binocular rivalry through likelihood and prior maps, and reports state-of-the-art results on LIVE Phase I/II and Waterloo IVC Phase I.