Learning Event Guided High Dynamic Range Video Reconstruction
Yixin Yang, Jin Han, Jinxiu Liang, Imari Sato, Boxin Shi
2023Year
19Top-tier citations
Abstract
a) LDR images (b) Events (c) E2VID [60] (d) Han et al. [24] (e) Ours Figure 1. Given hybrid inputs of (a) LDR video and (b) stacked events, the HDR video can be reconstructed using different methods shown in (c) E2VID [60], (d) Han et al. [24], and (e) the proposed HDRev-Net. The samples here are tested on synthetic data (top row) and real data (bottom row) respectively. The proposed method is able to generate the HDR video with more details and less flickering effects.
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Cited by top-tier papers19
- Zero-Shot Event-Intensity Asymmetric Stereo via Visual Prompting from Image DomainHanyue Lou, Jinxiu (Sherry) Liang, Minggui Teng, Bin Fan et al.NeurIPS 2024 · 13 citations
- Color Event Enhanced Single-Exposure HDR ImagingMengyao Cui, Zhigang Wang, Dong Wang, Bin Zhao et al.AAAI 2024 · 9 citations
- EvHDR-NeRF: Building High Dynamic Range Radiance Fields with Single Exposure Images and EventsZehao Chen, Zhanfeng Liao, De Ma, Huajin Tang et al.AAAI 2025 · 9 citations
- EvHDR-GS: Event-guided HDR Video Reconstruction with 3D Gaussian SplattingZehao Chen, Zhan Lu, De Ma, Huajin Tang et al.AAAI 2025 · 6 citations
- Event-Guided HDR Reconstruction with Diffusion PriorsYixin Yang, Jiawei Zhang, Yang Zhang, Yunxuan Wei et al.ICCV 2025 · 4 citations
Builds on7
- HDR Video Reconstruction: A Coarse-to-fine Network and A Real-world Benchmark DatasetGuanying Chen, Chaofeng Chen, Shi Guo, Zhetong Liang et al.ICCV 2021 · 70 citations
- An Asynchronous Kalman Filter for Hybrid Event CamerasZiwei Wang, Yonhon Ng, Cedric Scheerlinck, Robert E. MahonyICCV 2021 · 49 citations
- Multi-View Image FusionMarc Comino-Trinidad, Ricardo Martin-Brualla, Florian Kainz, Janne KontkanenICCV 2019 · 39 citations
- Single-Image HDR Reconstruction by Learning to Reverse the Camera PipelineYu-Lun Liu, Wei-Sheng Lai, Yu-Sheng Chen, Yi-Lung Kao et al.CVPR 2020
- Neuromorphic Camera Guided High Dynamic Range ImagingJin Han, Chu Zhou, Peiqi Duan, Yehui Tang et al.CVPR 2020
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