Time-of-Flight Imaging in Fog Using Polarization Phasor Imaging

Yixin Zhang, Xia Wang*, Yuwei Zhao, Yujie Fang

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

6 Citations (Scopus)

Abstract

Due to the light scattered by atmospheric aerosols, the amplitude image contrast is degraded and the depth measurement is greatly distorted for time-of-flight (ToF) imaging in fog. The problem limits ToF imaging to be applied in outdoor settings, such as autonomous driving. To improve the quality of the images captured by ToF cameras, we propose a polarization phasor imaging method for image recovery in foggy scenes. In this paper, optical polarimetric defogging is introduced into ToF phasor imaging, and the degree of polarization phasor is proposed to estimate the scattering component. A polarization phasor imaging model is established, aiming at separating the target component from the signal received by ToF cameras to recover the amplitude and depth information. The effectiveness of this method is confirmed by several experiments with artificial fog, and the experimental results demonstrate that the proposed method significantly improves the image quality, with robustness in different thicknesses of fog.

Original languageEnglish
Article number3159
JournalSensors
Volume22
Issue number9
DOIs
Publication statusPublished - 1 May 2022

Keywords

  • image recovery
  • multipath interference
  • phasor imaging
  • polarization defogging
  • time-of-flight camera

Fingerprint

Dive into the research topics of 'Time-of-Flight Imaging in Fog Using Polarization Phasor Imaging'. Together they form a unique fingerprint.

Cite this