Multiple hidden-targets recognizing and tracking based on speckle correlation method

Gang Wang, Xueying Sun, Yuxiang Wu, Koichi Shimizu, Xiaopeng Shao

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The light beam is diffused and scattered randomly when it passes through turbid media. Imaging through inhomogeneous samples, like ground glass, is regarded as a difficult challenge. Here, we propose a method to estimate the number of hidden targets and the pose of multi-targets hidden behind scattering medium by analyzing the distribution of autocorrelation of multi-targets speckle. The autocorrelation of multi-targets includes two parts, the autocorrelation of each sub-target and the cross-correlation among all targets. When multi-targets locate in the same row, the speckle autocorrelation shows a line shape. The autocorrelation of each sub-target overlaps on the center position and the crosscorrelations among them symmetrically distribute at both sides. When multi-targets distribute in different rows and columns, the speckle autocorrelation arranges symmetrically around the center. The autocorrelation of each sub-target overlaps on the center, and the cross-correlations among sub-targets symmetrically distribute around. The relative location among multi-targets can be estimated by calculating the distance from the cross-correlations of two sub-targets. Both simulation and experiment results successfully prove that our method possesses the ability to reconstruct multitargets in different column and cow within optical memory effect (OME) range. The method is expected to be applied to multi-targets recognizing, tracking and imaging through scattering medium in practical applications, such as biomedical imaging, astronomical observations and military detection.

Original languageEnglish
Title of host publicationOptoelectronic Imaging and Multimedia Technology VI
EditorsQionghai Dai, Tsutomu Shimura, Zhenrong Zheng
PublisherSPIE
ISBN (Electronic)9781510630918
DOIs
Publication statusPublished - 2019
EventOptoelectronic Imaging and Multimedia Technology VI 2019 - Hangzhou, China
Duration: 2019 Oct 212019 Oct 23

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume11187
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

ConferenceOptoelectronic Imaging and Multimedia Technology VI 2019
CountryChina
CityHangzhou
Period19/10/2119/10/23

Keywords

  • Multi-targets
  • Scattering medium
  • Speckle correlation
  • Tracking and identification

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Condensed Matter Physics
  • Computer Science Applications
  • Applied Mathematics
  • Electrical and Electronic Engineering

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  • Cite this

    Wang, G., Sun, X., Wu, Y., Shimizu, K., & Shao, X. (2019). Multiple hidden-targets recognizing and tracking based on speckle correlation method. In Q. Dai, T. Shimura, & Z. Zheng (Eds.), Optoelectronic Imaging and Multimedia Technology VI [1118713] (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 11187). SPIE. https://doi.org/10.1117/12.2538838