mlsanityData to 7 Oct 2026

Event-based Asynchronous HDR Imaging by Temporal Incident Light Modulation

arXiv 2403.09392 ↗First posted 14 Mar 2024eess.IV cs.CVcited by 8

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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

  1. 2019Events-to-Video: Bringing Modern Computer Vision to Event Camerascited by 191
  2. 2021ESL: Event-based Structured Lightcited by 22
  3. 2020Event Camera Calibration of Per-pixel Biased Contrast Thresholdcited by 21
  4. 202096 dB Linear High Dynamic Range CAOS Spectrometer Demonstrationcited by 1

Built on by

Cited by year (2026 to 7 Oct)

Citing papers per year: 2024: 2; 2025: 3; 2026: 3.

8 papers.