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 …
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 …
Deep learning for image super-resolution: A survey
Image Super-Resolution (SR) is an important class of image processing techniqueso
enhance the resolution of images and videos in computer vision. Recent years have …
enhance the resolution of images and videos in computer vision. Recent years have …
Blind image super-resolution: A survey and beyond
Blind image super-resolution (SR), aiming to super-resolve low-resolution images with
unknown degradation, has attracted increasing attention due to its significance in promoting …
unknown degradation, has attracted increasing attention due to its significance in promoting …
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 …
Dr2: Diffusion-based robust degradation remover for blind face restoration
Blind face restoration usually synthesizes degraded low-quality data with a pre-defined
degradation model for training, while more complex cases could happen in the real world …
degradation model for training, while more complex cases could happen in the real world …
Audio2head: Audio-driven one-shot talking-head generation with natural head motion
We propose an audio-driven talking-head method to generate photo-realistic talking-head
videos from a single reference image. In this work, we tackle two key challenges:(i) …
videos from a single reference image. In this work, we tackle two key challenges:(i) …
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 …