A Multi-Scale Deep Back-Projection Backbone for Face Super-Resolution with Diffusion Models
Face verification and recognition are important tasks that have made great progress in recent years. However, recognizing low-resolution faces from small images is still a difficult problem. In this paper, we advocate using diffusion models (DMs) to enhance face resolution and improve their quality...
Main Authors: | Juhao Gao, Ni Tang, Dongxiao Zhang |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2023-07-01
|
Series: | Applied Sciences |
Subjects: | |
Online Access: | https://www.mdpi.com/2076-3417/13/14/8110 |
Similar Items
-
A diffusion probabilistic model for traditional Chinese landscape painting super-resolution
by: Qiongshuai Lyu, et al.
Published: (2024-01-01) -
Weather Radar Super-Resolution Reconstruction Based on Residual Attention Back-Projection Network
by: Qiu Yu, et al.
Published: (2023-04-01) -
RoughSet-DDPM: An Image Super-Resolution Method Based on Rough set Denoising Diffusion Probability Model
by: Tao Song, et al.
Published: (2024-01-01) -
Simulation study of inverse diffusion counterbalance method for super-resolution ion mobility spectrometry
by: Kaitai Guo, et al.
Published: (2022-09-01) -
Crossed Dual-Branch U-Net for Hyperspectral Image Super-Resolution
by: Jingyi Zhang, et al.
Published: (2024-01-01)