English

Event-based Asynchronous HDR Imaging by Temporal Incident Light Modulation

Image and Video Processing 2024-03-15 v1 Computer Vision and Pattern Recognition

Abstract

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.

Keywords

Cite

@article{arxiv.2403.09392,
  title  = {Event-based Asynchronous HDR Imaging by Temporal Incident Light Modulation},
  author = {Yuliang Wu and Ganchao Tan and Jinze Chen and Wei Zhai and Yang Cao and Zheng-Jun Zha},
  journal= {arXiv preprint arXiv:2403.09392},
  year   = {2024}
}
R2 v1 2026-06-28T15:20:06.743Z