Event-based Asynchronous HDR Imaging by Temporal Incident Light Modulation
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Abstract (arXiv)
Dynamic Range (DR) is a pivotal characteristic of imaging systems. Current frame-based cameras struggle to achieve high dynamic range imaging due to the conflict between globally uniform exposure and spatially variant scene illumination. In this paper, we propose AsynHDR, a Pixel-Asynchronous HDR imaging system, based on key insights into the challenges in HDR imaging and the unique event-generating mechanism of Dynamic Vision Sensors (DVS). Our proposed AsynHDR system integrates the DVS with a set of LCD panels. The LCD panels modulate the irradiance incident upon the DVS by altering their transparency, thereby triggering the pixel-independent event streams. The HDR image is subsequently decoded from the event streams through our temporal-weighted algorithm. Experiments under standard test platform and several challenging scenes have verified the feasibility of the system in HDR imaging task.
Key facts. Cited by 8 papers in the map (data through 7 Oct 2026). Builds on 4 of its 36 references that are in the map. First posted on arXiv 14 Mar 2024.
Builds on
4 of 36 references.
References · 4
- 2019Events-to-Video: Bringing Modern Computer Vision to Event Camerascited by 191
- 2021ESL: Event-based Structured Lightcited by 22
- 2020Event Camera Calibration of Per-pixel Biased Contrast Thresholdcited by 21
- 202096 dB Linear High Dynamic Range CAOS Spectrometer Demonstrationcited by 1
Built on by
Citing papers per year: 2024: 2; 2025: 3; 2026: 3.
8 papers.
- 2024EF-3DGS: Event-Aided Free-Trajectory 3D Gaussian Splattingcited by 15
- 2025Event Camera Meets Mobile Embodied Perception: Abstraction, Algorithm, Acceleration, Applicationcited by 6
- 2024MATE: Motion-Augmented Temporal Consistency for Event-based Point Trackingcited by 4
- 2025Event Camera Guided Visual Media Restoration & 3D Reconstruction: A Surveycited by 3
- 2025EMoTive: Event-guided Trajectory Modeling for 3D Motion Estimationcited by 2
- 2026Unbiased Gradient Estimation for Event Binning via Functional Backpropagationcited by 0
- 2026Event-based Visual Deformation Measurementcited by 0
- 2026High Dynamic Range Imaging Based on an Asymmetric Event-SVE Camera Systemcited by 0
- 2026High Dynamic Range Imaging Based on an Asymmetric Event-SVE Camera System28 Feb 2026
- 2026Event-based Visual Deformation Measurement16 Feb 2026
- 2026Unbiased Gradient Estimation for Event Binning via Functional Backpropagation13 Feb 2026
- 2025Event Camera Guided Visual Media Restoration & 3D Reconstruction: A Survey12 Sep 2025
- 2025Event Camera Meets Mobile Embodied Perception: Abstraction, Algorithm, Acceleration, Application29 Mar 2025
- 2025EMoTive: Event-guided Trajectory Modeling for 3D Motion Estimation14 Mar 2025
- 2024MATE: Motion-Augmented Temporal Consistency for Event-based Point Tracking2 Dec 2024
- 2024EF-3DGS: Event-Aided Free-Trajectory 3D Gaussian Splatting20 Oct 2024