Under-Display-Camera-Zoo

Updated by Zhuoran Zheng.

♥ denotes a very hot project.

Description

Under-Display-Camera: A survey on Under-Display-Camera. Papers, codes and datasets are maintained.

Image Quality Metrics

• PSNR (Peak Signal-to-Noise Ratio) code paper

• SSIM (Structural Similarity) code paper

• NIQE (Naturalness Image Quality Evaluator) code paper

Research

Dataset

• MPGNet dataset
• UDC-SE dataset
• Flare7 paper dataset
• UDC-UAV paper dataset password: 3v5w ♥
• ECCV2020 dataset ♥

Paper

2024

• LRDif: Diffusion Models for Under-Display Camera Emotion Recognition paper

2023

• UDC-SIT: A Real-World Dataset for Under-Display Cameras paper
• Under-Display Camera Image Restoration with Scattering Effect paper
• Designing Phase Masks for Under-Display Cameras paper
• FSI: Frequency and Spatial Interactive Learning for Image Restoration in Under-Display Cameras paper
• Deep Video Restoration for Under-Display Camera paper
• Under-Display Camera Image Restoration with Scattering Effect paper
• Blind Face Restoration for Under-Display Camera via Dictionary Guided Transformer paper
• Dual-Domain Network for Restoring Images from Under-Display Cameras (best poster paper) paper
• Image Restoration via UAVFormer for Under-Display Camera of UAV paper
• Generating Aligned Pseudo-Supervision from Non-Aligned Data for Image Restoration in Under-Display Camera paper
• Lightweight Neural Network for Enhancing Imaging Performance of Under-Display Camera paper
• Perceptual Image Enhancement for Smartphone Real-Time Applications paper

2022

• Enhanced Coarse-to-Fine Network for Image Restoration from Under-Display Cameras paper
• MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results paper
• Synthetic Dataset for Improving UDC Video Restoration Network Performance paper
• Cascaded Curve Estimation paper
• BNUDC paper
• UDC-UAV paper ♥ The dataset and checkpoint have been updated!
• Modular Degradation Simulation and Restoration for Under-Display Camera paper

2021

• Image restoration for under-display camera paper ♥
• Under display camera quad bayer raw image restoration using deep learning paper
• Fast Image Restoration and Glare Removal for Under-Display Camera by Guided Filter paper
• Diffraction Simulation of Camera Under LCD Considering the Influence of Liquid-Crystal Phase Modulation paper
• Designing Display Pixel Layouts for Under-Panel Cameras paper ♥
• Residual Dilated U-Net with Spatially Adaptive Normalization for the Restoration of Under Display Camera Images paper ♥
• Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network paper
• Controllable Image Restoration for Under-Display Camera in Smartphones paper
• Quantitative Image Quality Evaluation Method for UDC (Under Display Camera) paper
• ISP-Agnostic Image Reconstruction for Under-Display Cameras paper

2020

• Transform Domain Pyramidal Dilated Convolution Networks for Restoration of Under Display Camera Images paper
• Deep Atrous Guided Filter for Image Restoration in Under Display Cameras paper
• Residual and Dense UNet for Under-Display Camera Restoration paper

Github project

• MPGNet code
• Flare7K++ code
• UDC-Baseline code
• BNUDC code
• Deep-atrous-guided-filter code
• PDCRN architecture for Under-display camera image restoration code
• UDC-UAV code

Challenges

• _Real-world Computer Vision from Inputs with Limited Quality project

Thanks

Thanks to Xiang Chen Email and the IDAM Website for supporting this project.

Mobile Phones

• 中兴天机 Axon 20 5G
• 小米 MIX 4
• 摩托罗拉 edgeX30

Contact

If you have any question, please feel free to contact Zhuoran Zheng (Email: zhengzr@njust.edu.cn).