edwin-pan / MetaHDR
Model-Agnostic Meta-Learning for HDR Image Reconstruction. By learning the common structure between all LDR-to-HDR conversion tasks, our model is able to adapt it's predictions given extra exposures of a scene. This novel approach reframes LDR-to-HDR conversion as a meta-learning problem.
☆11Updated 3 years ago
Alternatives and similar repositories for MetaHDR:
Users that are interested in MetaHDR are comparing it to the libraries listed below
- Adaptive Unfolding Total Variation Network for Low-Light Image Enhancement (ICCV2021)☆52Updated 4 months ago
- ☆64Updated 2 years ago
- Official code of the "Rendering Nighttime Image Via Cascaded Color and Brightness Compensation"☆22Updated 2 years ago
- Deep Fourier Upsampling☆69Updated last year
- Low-light Raw Video Denoising with a High Quality Realistic Motion Dataset☆16Updated 2 years ago
- Code associated with our paper "Graphics2RAW: Mapping Computer Graphics Images to Sensor RAW Images". The paper has been accepted to the …☆28Updated last year
- ☆38Updated 9 months ago
- SOTA for Burst Super-resolution, Low-light Burst Image Enhancement, Burst Image De-noising☆132Updated last year
- SCL-LLE code☆77Updated 2 years ago
- RawHDR: High Dynamic Range Image Reconstruction from a Single Raw Image, ICCV 2023☆33Updated last year
- An implementation for noise model estimation method of "A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising", CVPR …☆23Updated 4 years ago
- Low-Light Image Enhancement via Edge-Enhanced Multi-Exposure Fusion Network☆51Updated 4 years ago
- this is the official code for the paper "Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light Image Enhanc…☆37Updated 4 years ago
- Zero-shot Single Image Restoration through Controlled Perturbation of Koschmieder's Model☆43Updated 3 years ago
- Non-official Pytorch Implementation of Attention-guided Network for Ghost-free High Dynamic Range Imaging (AHDRNet).☆29Updated 4 years ago
- Code for our paper DED-Net: the Dual-task Network for Defocus Estimation and Deblurring (Under Construction Now)☆26Updated 5 years ago
- [ECCV 2022] "Single Frame Atmospheric Turbulence Mitigation: A Benchmark Study and A New Physics-Inspired Transformer Model" by Zhiyuan M…☆34Updated last year
- INFWIDE: Image and Feature Space Deep Wiener Deconvolution for Non-blind Image Deblurring in Low-Light Conditions☆17Updated 2 years ago
- Pytorch code for "Spatial-Adaptive Network for Single Image Denoising"☆131Updated 2 years ago
- Official Code of FBI-Denoiser (Oral, CVPR 2021)☆60Updated 3 years ago
- This is the official Pytorch implementation of "Extreme-Quality Computational Imaging via Degradation Framework" (ICCV 2021)☆20Updated 3 years ago
- [CVPR 2022--Oral, Best paper Finalist] Burst Image Restoration and Enhancement. SOTA for Burst Super-resolution, Low-light Burst Image En…☆151Updated last year
- adding denoise to the previous work☆39Updated 2 years ago
- The official code for the NeurIPS 2021 paper "Gaussian Kernel Mixture Network for Single Image Defocus Deblurring".☆31Updated 2 years ago
- This is Low-light Object Detection (LOD) dataset of Crafting Object Detection in Very Low Light in BMVC(British Machine Vision Conference…☆21Updated 3 years ago
- [CVPRW 2021] Symmetric Parallax Attention for Stereo Image Super-Resolution☆69Updated 3 years ago
- [NTIRE 2022, EfficientSR] MobileSR: A Mobile-friendly Transformer for Efficient Image Super-Resolution☆73Updated 2 years ago
- Real-RawVSR: Real-World Raw Video Super-Resolution with a Benchmark Dataset (Real-RawVSR), ECCV 2022☆56Updated last year
- D2HNet: Joint Denoising and Deblurring with Hierarchical Network for Robust Night Image Restoration. ECCV, 2022☆79Updated 11 months ago
- Blind Image Super-resolution with Elaborate Degradation Modeling on Noise and Kernel (CVPR, 2022) (Pytorch)☆96Updated 2 years ago