3 papers
cs.GR2022
Noise-based Enhancement for Foveated Rendering
Taimoor Tariq, Cara Tursun, Piotr Didyk
Human visual sensitivity to spatial details declines towards the periphery. Novel image synthesis techniques, so-called foveated rendering, exploit this observation and reduce the…
cs.CV2019
A HVS-inspired Attention to Improve Loss Metrics for CNN-based Perception-Oriented Super-Resolution
Taimoor Tariq, Juan Luis Gonzalez, Munchurl Kim
Deep Convolutional Neural Network (CNN) features have been demonstrated to be effective perceptual quality features. The perceptual loss, based on feature maps of pre-trained CNN's…
cs.CV2018
Why Are Deep Representations Good Perceptual Quality Features?
Taimoor Tariq, Okan Tarhan Tursun, Munchurl Kim +1
Recently, intermediate feature maps of pre-trained convolutional neural networks have shown significant perceptual quality improvements, when they are used in the loss function for…