Collect High Dynamic Range Imaging (especially for Multi-exposure Fusion and High Dynamic Range Imaging) Related Papers and Codes.
| Title | Model | Paper | Code | Main Idea or Key Words | Label |
|---|---|---|---|---|---|
| TransMEF: A Transformer-Based Multi-exposure Image Fusion Framework using self-supervised Multi-Task Learning | TransMEF | AAAI-2022 | TransMEF | Transformer, Self-supervised learning | Static |
| Dual-Attention-Guided Network for Ghost-Free High Dynamic Range Imaging | DAHDRNet | IJCV-2022 | - | Dual-attention | Dynamic |
| Title | Model | Paper | Code | Main Idea or Key Words | Label |
|---|---|---|---|---|---|
| ADNet: Attention-guided deformable convolutional network for high dynamic range imaging | ADNet | CVPRW-2021 | ADNet | Deformable Convolution | Dynamic |
| Deep Coupled Feedback Network for Joint Exposure Fusion and Image Super-Resolution | CF-Net | TIP-2021 | CF-Net | Joint MEF and SR, Feedback Mechanism | Static |
| HDR-GAN: HDR Image Reconstruction From Multi-Exposed LDR Images With Large Motions | HDR-GAN | TIP-2021 | HDR-GAN | GAN | Dynamic |
| Labeled from Unlabeled: Exploiting Unlabeled Data for Few-shot Deep HDR Deghosting | FSHDR | CVPR-2021 | FSHDR | Few-shot Learning | Dynamic |
| Hierarchical Fusion for Practical Ghost-free High Dynamic Range Imaging | HFNet | ACMMM-2021 | - | Mask | Dynamic |
| IFCNN: A general image fusion framework based on convolutional neural network | IFCNN | Information Fusion-2021 | IFCNN | Salient Features | Static |
| Multi-exposure image fusion via deep perceptual enhancement | DPE-MEF | Information Fusion-2021 | DPE-MEF | Perceptual Enhancement | Static |
| Title | Model | Paper | Code | Main Idea or Key Words | Label |
|---|---|---|---|---|---|
| Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion | CU-Net | TPAMI-2020 | CU-Net | Interpretable Network, Multi-modal image processing | Static |
| U2Fusion: A Unified Unsupervised Image Fusion Network | U2Fusion | TPAMI-2020 | U2Fusion | Unsupervised Learning | Static |
| Deep Guided Learning for Fast Multi-Exposure Image Fusion | MEF-Net | TIP-2020 | MEF-Net | Unsupervised Learning, Guided Filter | Static |
| Deep HDR Imaging via A Non-Local Network | NHDRRnet | TIP-2020 | NHDRRnet | Non-local | Dynamic |
| Unsupervised Deep Image Fusion With Structure Tensor Representations | DIF-Net | TIP-2020 | DIF-Net | Unsupervised Learning, Structure Tensor Representations | Static |
| MEF-GAN: Multi-Exposure Image Fusion via Generative Adversarial Networks | MEF-GAN | TIP-2020 | MEF-GAN | GAN | Static |
| Title | Model | Paper | Code | Main Idea or Key Words | Label |
|---|---|---|---|---|---|
| Attention-guided Network for Ghost-free High Dynamic Range Imaging | AHDRNet | CVPR-2019 | AHDRNet | Attention | Dynamic |
| Title | Model | Paper | Code | Main Idea or Key Words | Label |
|---|---|---|---|---|---|
| Deep high dynamic range imaging with large foreground motions | DeepHDR | ECCV-2018 | DeepHDR | First End-to-End, U-Net | Dynamic |
| Title | Model | Paper | Code | Main Idea or Key Words | Label |
|---|---|---|---|---|---|
| DeepFuse: A Deep Unsupervised Approach for Exposure Fusion with Extreme Exposure Image Pairs | DeepFuse | ICCV-2017 | - | Extreme Exposure Fusion, Unsupervised | Static |
| Deep High Dynamic Range Imaging of Dynamic Scenes | Kalantari | ACM-TOG-2017 | Kalantari | Resgistration, Large Dataset | Dynamic |
| HDR image reconstruction from a single exposure using deep CNNs | HDRCNN | ACM-TOG-2017 | HDRCNN | Single Image HDR | Static & Dynamic |
| Title | Model | Paper | Code | Main Idea or Key Words | Label | Year |
|---|---|---|---|---|---|---|
| Detail-Preserving Multi-Exposure Fusion with Edge-Preserving Structural Patch Decomposition | MSPD-MEF | TCSVT-2021 | MSPD-MEF | Structural Patch Decomposition | Static & Dynamic | 2021 |
| Fast Multi-Scale Structural Patch Decomposition for Multi-Exposure Image Fusion | FMMEF | TIP-2020 | FMMEF | Multi-scale, Structural Patch Decomposition | Static & Dynamic | 2020 |
| Robust Multi-Exposure Image Fusion: A Structural Patch Decomposition Approach | SPD-MEF | TIP-2017 | SPD-MEF | Robust, Structural Patch Decomposition | Static & Dynamic | 2017 |
| Robust High Dynamic Range Imaging by Rank Minimization | RHDR | TPAMI-2015 | RHDR | Rank Minimization | Dynamic | 2015 |
| HDR Deghosting: How to deal with Saturation? | Hu | CVPR-2013 | Hu | Registration | Dynamic | 2013 |
| Robust Patch-Based HDR Reconstruction of Dynamic Scenes | Sen | ACM-TOG-2012 | Sen | Patch-Based Registration | Dynamic | 2012 |
| Title | Metric | Paper | Code | Domain & Scene | Year |
|---|---|---|---|---|---|
| Perceptual Evalutation for Multi-Exposure Image Fusion of Dynamic Scenes | MEF-SSIMd | TIP-2020 | MEF-SSIMd | LDR & dynamic | 2020 |
| Perceptual Quality Assessment for Multi-Exposure Image Fusion | MEF-SSIM | TIP-2015 | MEF-SSIM | LDR & static | 2015 |