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Deep learning-based face super-resolution: A survey
Face super-resolution (FSR), also known as face hallucination, which is aimed at enhancing
the resolution of low-resolution (LR) face images to generate high-resolution face images, is …
the resolution of low-resolution (LR) face images to generate high-resolution face images, is …
Image super-resolution via iterative refinement
We present SR3, an approach to image Super-Resolution via Repeated Refinement. SR3
adapts denoising diffusion probabilistic models (Ho et al. 2020),(Sohl-Dickstein et al. 2015) …
adapts denoising diffusion probabilistic models (Ho et al. 2020),(Sohl-Dickstein et al. 2015) …
Spatial-frequency mutual learning for face super-resolution
Face super-resolution (FSR) aims to reconstruct high-resolution (HR) face images from the
low-resolution (LR) ones. With the advent of deep learning, the FSR technique has achieved …
low-resolution (LR) ones. With the advent of deep learning, the FSR technique has achieved …
Towards real-world blind face restoration with generative facial prior
Blind face restoration usually relies on facial priors, such as facial geometry prior or
reference prior, to restore realistic and faithful details. However, very low-quality inputs …
reference prior, to restore realistic and faithful details. However, very low-quality inputs …
Gan prior embedded network for blind face restoration in the wild
Blind face restoration (BFR) from severely degraded face images in the wild is a very
challenging problem. Due to the high illness of the problem and the complex unknown …
challenging problem. Due to the high illness of the problem and the complex unknown …
Vqfr: Blind face restoration with vector-quantized dictionary and parallel decoder
Although generative facial prior and geometric prior have recently demonstrated high-quality
results for blind face restoration, producing fine-grained facial details faithful to inputs …
results for blind face restoration, producing fine-grained facial details faithful to inputs …
Gcfsr: a generative and controllable face super resolution method without facial and gan priors
Face image super resolution (face hallucination) usually relies on facial priors to restore
realistic details and preserve identity information. Recent advances can achieve impressive …
realistic details and preserve identity information. Recent advances can achieve impressive …
Megaportraits: One-shot megapixel neural head avatars
In this work, we advance the neural head avatar technology to the megapixel resolution
while focusing on the particularly challenging task of cross-driving synthesis, ie, when the …
while focusing on the particularly challenging task of cross-driving synthesis, ie, when the …