[PDF][PDF] A comprehensive review of deep learning-based single image super-resolution

SMA Bashir, Y Wang, M Khan, Y Niu - PeerJ Computer Science, 2021 - peerj.com
Image super-resolution (SR) is one of the vital image processing methods that improve the
resolution of an image in the field of computer vision. In the last two decades, significant …

Deep learning-based face super-resolution: A survey

J Jiang, C Wang, X Liu, J Ma - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
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 …

Maskgan: Towards diverse and interactive facial image manipulation

CH Lee, Z Liu, L Wu, P Luo - Proceedings of the IEEE/CVF …, 2020 - openaccess.thecvf.com
Facial image manipulation has achieved great progress in recent years. However, previous
methods either operate on a predefined set of face attributes or leave users little freedom to …

Deep learning for image super-resolution: A survey

Z Wang, J Chen, SCH Hoi - IEEE transactions on pattern …, 2020 - ieeexplore.ieee.org
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 …

Multi-level landmark-guided deep network for face super-resolution

C Zhuang, M Li, K Zhang, Z Li, J Lu - Neural Networks, 2022 - Elsevier
Recent years deep learning-based methods incorporating facial prior knowledge for face
super-resolution (FSR) are advancing and have gained impressive performance. However …

Deepsee: Deep disentangled semantic explorative extreme super-resolution

MC Buhler, A Romero… - Proceedings of the Asian …, 2020 - openaccess.thecvf.com
Super-resolution (SR) is by definition ill-posed. There are infinitely many plausible high-
resolution variants for a given low-resolution natural image. Most of the current literature …

Deep illumination-enhanced face super-resolution network for low-light images

K Guo, M Hu, S Ren, F Li, J Zhang, H Guo… - ACM Transactions on …, 2022 - dl.acm.org
Face images are typically a key component in the fields of security and criminal
investigation. However, due to lighting and shooting angles, faces taken under low-light …