Seeing Motion at Nighttime with an Event Camera
Haoyue Liu, Shihan Peng, Lin Zhu, Yi Chang, Hanyu Zhou, Luxin Yan
2024年份
18顶会引用
摘要
6.7 lux, long exposure 6.7 lux, short exposure (a) Conventional camera (b) Event camera (c) Reconstruction from E2VID+ [1] (d) Reconstruction from NER-Net (ours) Figure 1. Comparison between frame-based imaging and event-based imaging. (a) The extended exposure time of conventional cameras leads to motion blur in low-light conditions (6.7 lux). (b) Event cameras can capture high-speed and high-dynamic-range scene information. (c) and (d) are reconstruction results of E2VID+ [1] and the proposed method.
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引用它的顶会 Paper18
- V2V: Scaling Event-Based Vision through Efficient Video-to-Voxel SimulationHanyue Lou, Jinxiu Liang, Minggui Teng, Yi Wang 等NeurIPS 2025 · 被引用 7 次
- From Sharp to Blur: Unsupervised Domain Adaptation for 2D Human Pose Estimation Under Extreme Motion Blur Using Event CamerasYoungho Kim, Hoonhee Cho, Kuk-Jin YoonICCV 2025 · 被引用 2 次
- EventGait: Towards Robust Gait Recognition with Event StreamsSenyan Xu, Shuai Chen, Chuanfu Shen, Kean Liu 等CVPR 2026 · 被引用 2 次
- BiEvLight: Bi-level Learning of Task-Aware Event Refinement for Low-Light Image EnhancementZishu Yao, Xiang-Xiang Su, Shengning Zhou, Guang-Yong Chen 等CVPR 2026 · 被引用 2 次
- Event-Illumination Collaborative Low-light Image Enhancement with a High-resolution Real-world DatasetSenyan Xu, Zhijing Sun, Kean Liu, Xin Lu 等CVPR 2026 · 被引用 2 次
它引用的顶会 Paper21
- Toward Fast, Flexible, and Robust Low-Light Image EnhancementLong Ma, Tengyu Ma, Risheng Liu, Xin Fan 等CVPR 2022 · 被引用 928 次
- URetinex-Net: Retinex-based Deep Unfolding Network for Low-light Image EnhancementWenhui Wu, Jian Weng, Pingping Zhang, Xu Wang 等CVPR 2022 · 被引用 695 次
- SNR-Aware Low-light Image EnhancementXiaogang Xu, Ruixing Wang, Chi-Wing Fu, Jiaya JiaCVPR 2022 · 被引用 552 次
- End-to-End Learning of Representations for Asynchronous Event-Based DataDaniel Gehrig, Antonio Loquercio, Konstantinos G. Derpanis, Davide ScaramuzzaICCV 2019 · 被引用 427 次
- Seeing Motion in the DarkChen Chen, Qifeng Chen, Minh N. Do, Vladlen KoltunICCV 2019 · 被引用 315 次
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