Face2Face: Label-driven Facial Retouching Restoration

no code implementations • 22 Apr 2024 • Guanhua Zhao, Yu Gu, Xuhan Sheng, Yujie Hu, Jian Zhang

This poses challenges for fields that place high demands on the authenticity of photographs, such as identity verification and social media.

Image Restoration

OmniSSR: Zero-shot Omnidirectional Image Super-Resolution using Stable Diffusion Model

no code implementations • 16 Apr 2024 • Runyi Li, Xuhan Sheng, Weiqi Li, Jian Zhang

Omnidirectional images (ODIs) are commonly used in real-world visual tasks, and high-resolution ODIs help improve the performance of related visual tasks.

Denoising Domain Generalization +4

Hybrid Transformer and CNN Attention Network for Stereo Image Super-resolution

no code implementations • 9 May 2023 • Ming Cheng, Haoyu Ma, Qiufang Ma, Xiaopeng Sun, Weiqi Li, Zhenyu Zhang, Xuhan Sheng, Shijie Zhao, Junlin Li, Li Zhang

Multi-stage strategies are frequently employed in image restoration tasks.

Data Augmentation Image Enhancement +2

OPDN: Omnidirectional Position-aware Deformable Network for Omnidirectional Image Super-Resolution

no code implementations • 26 Apr 2023 • Xiaopeng Sun, Weiqi Li, Zhenyu Zhang, Qiufang Ma, Xuhan Sheng, Ming Cheng, Haoyu Ma, Shijie Zhao, Jian Zhang, Junlin Li, Li Zhang

Model A aims to enhance the feature extraction ability of 360{\deg} image positional information, while Model B further focuses on the high-frequency information of 360{\deg} images.

Image Super-Resolution Position