SAFNet: Selective Alignment Fusion Network for Efficient HDR Imaging |
ECCV-2024 |
SAFNet |
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PASTA: Towards Flexible and Efficient HDR Imaging Via Progressively Aggregated Spatio-Temporal Alignment |
arxiv-2024 |
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Generating Content for HDR Deghosting from Frequency View |
CVPR-2024 |
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HDRFlow: Real-Time HDR Video Reconstruction with Large Motions |
CVPR-2024 |
HDRFlow |
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Self-Supervised High Dynamic Range Imaging with Multi-Exposure Images in Dynamic Scenes |
ICLR-2024 |
selfHDR |
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Few shot |
Joint Denoising and Fusion with Short- and Long-exposure Raw Pairs |
arxiv-2023 |
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Alignment-free HDR Deghosting with Semantics Consistent Transformer |
ICCV-2023 |
SCTNet |
ICCV23 |
New dataset |
Towards High-quality HDR Deghosting with Conditional Diffusion Models |
TCSVT-2023 |
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A Unified HDR Imaging Method with Pixel and Patch Level |
CVPR-2023 |
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HDR Imaging with Spatially Varying Signal-to-Noise Ratios |
CVPR-2023 |
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SMAE: Few-shot Learning for HDR Deghosting with Saturation-Aware Masked Autoencoders |
CVPR-2023 |
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Kalantari, Hu |
Few shot HDR |
Joint HDR Denoising and Fusion: A Real-World Mobile HDR Image Dataset |
CVPR-2023 |
Joint-HDRDN |
Mobile-HDR |
New mobile HDR dataset, Transformer-based model |
Improving Dynamic HDR Imaging with Fusion Transformer |
AAAI-2023 |
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Robust Real-world Image Enhancement Based on Multi-Exposure LDR Images |
WACV-2023 |
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Kalantari&Various |
Cost volumn |
SJ-HD2R: Selective Joint High Dynamic Range and Denoising Imaging for Dynamic Scenes |
arxiv-2022 |
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FlexHDR: Modelling Alignment and Exposure Uncertainties for Flexible HDR Imaging |
TIP-2022 |
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Kalantari |
Arbitrary number of input LDRs, HDR flow |
Selective TransHDR: Transformer-based selective HDR Imaging using Ghost Region Mask |
ECCV-2022 |
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Kalantari |
Ghost Region Mask |
Ghost-free High Dynamic Range Imaging with Context-aware Transformer |
ECCV-2022 |
HDR-Transformer |
Kalantari |
Context-Aware Transformer |
A Lightweight Network for High Dynamic Range Imaging |
CVPRW-2022 |
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NTIRE |
Two branch, Lightweight |
Gamma-Enhanced Spatial Attention Network for Efficient High Dynamic Range Imaging |
CVPRW-2022 |
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NTIRE |
gamma-corrected |
Bidirectional Motion Estimation With Cyclic Cost Volume for High Dynamic Range Imaging |
CVPRW-2022 |
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NTIRE |
Bidirectional Motion Estimation |
Attention-Guided Progressive Neural Texture Fusion for High Dynamic Range Image Restoration |
TIP-2022 |
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Kalnatari |
Two stream, Neural Feature Transfer |
Dual-Attention-Guided Network for Ghost-Free High Dynamic Range Imaging |
IJCV-2022 |
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Kalantari |
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High Dynamic Range Imaging of Dynamic Scenes with Saturation Compensation but without Explicit Motion Compensation |
WACV-2022 |
hdri-saturation-compensation |
Kalantari |
Brightness adjustment, Saturation mask |
Drbr-Hdr: Dual-Branch Recursive Band Reconstruction Network for Hdr with Large Motions |
SSRN-2022 |
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Kalantari |
Dual branch |
Learning Regularized Multi-Scale Feature Flow for High Dynamic Range Imaging |
arxiv-2022 |
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Kalantari |
Multi-scale, Flow |
High Dynamic Range Imaging via Gradient-aware Context Aggregation Network |
PR-2022 |
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Kalantari |
Gradient information |
Labeled from Unlabeled: Exploiting Unlabeled Data for Few-shot Deep HDR Deghosting |
CVPR-2021 |
FSHDR |
Kalantari |
Few shot |
HDR-GAN: HDR Image Reconstruction from Multi-Exposed LDR Images with Large Motions |
TIP-2021 |
HDR-GAN |
Kalantari |
GAN |
Ghost-Free Deep High-Dynamic-Range Imaging Using Focus Pixels for Complex Motion Scenes |
TIP-2021 |
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own real-world dataset |
Utilize focus pixel image |
Self-Gated Memory Recurrent Network for Efficient Scalable HDR Deghosting |
TCI-2021 |
HDRRNN |
Kalantari + Prabhakar |
Recurrent |
ADNet: Attention-guided Deformable Convolutional Network for High Dynamic Range Imaging |
CVPRW-2021 |
ADNet |
NTIRE |
PCD |
Progressive and Selective Fusion Network for High Dynamic Range Imaging |
MM-2021 |
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Kalantari |
Progressive fusion |
Merging-ISP: Multi-Exposure High Dynamic Range Image Signal Processing |
GCPR-2021 |
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Kalantari |
ISP |
Towards Accurate HDR Imaging with Learning Generator Constraints |
Neurocomputing-2021 |
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Kalantari |
LDR-->HDR-->LDR |
Hierarchical Fusion for Practical Ghost-free High Dynamic Range Imaging |
MM-2021 |
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Kalantari |
Hierarchical fusion |
Deep HDR Imaging via A Non-Local Network |
TIP-2020 |
NHDRRNet (Keras-implementation), NHDRRNet (PyTorch-re-implementation) |
Kalantari |
Non-local |
Towards Practical and Efficient High-resolution HDR Deghosting with CNN |
ECCV-2020 |
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Kalantari |
Efficient |
Sensor-realistic Synthetic Data Engine for Multi-frame High Dynamic Range Photography |
CVPRW-2020 |
code |
synthetic data |
synthetic data from game engine |
Ghost Removal via Channel Attention in Exposure Fusion |
CVIU-2020 |
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Kalantari |
Non-local |
Pyramid inter-attention for high dynamic range imaging |
Sensors-2020 |
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Kalantari |
Attention |
Attention-Mask Dense Merger (Attendense) Deep HDR for Ghost Removal |
ICASSP-2020 |
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Kalantari |
Attention Mask |
Exposure-Structure Blending Network for High Dynamic Range Imaging of Dynamic Scenes github\ |
Access-2020 |
ESBN |
Kalantari |
Encoder-decoder |
Multi-scale Dense Networks for Deep High Dynamic Range Imaging |
WACV-2019 |
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Kalantari |
Multi-scale, DenseUnet |
Attention-guided Network for Ghost-free High Dynamic Range Imaging |
CVPR-2019 |
AHDRNet |
Kalantari |
Channel Attention |
Kernel Prediction Network for Detail-Preserving High Dynamic Range Imaging |
APSIPA-ASC-2019 |
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Kalantari |
Kernal prediction |
Deep Multi-Stage Learning for HDR With Large Object Motions |
ICIP-2019 |
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Kalantari |
Generate virtual exposures |
A Fast, Scalable, and Reliable Deghosting Method for Extreme Exposure Fusion |
ICCP-2019 |
Deep Deghosting HDR |
Prabhakar |
Arbitrary number of inputs |
Deep High Dynamic Range Imaging with Large Foreground Motions |
ECCV-2018 |
DeepHDR |
Kalantari |
U-Net |
Deep HDR Reconstruction of Dynamic Scenes |
ICIVC 2018 |
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Kalantari+own |
FlowNet2.0 |
Deep high dynamic range imaging of dynamic scenes |
SIGGRAPH-2017 |
Kalantari (Official MATLAB implementation), TensorFlow implementation |
Kalantari |
Fisrt deep multi-frame HDRI |