Gas diffusion optic flow calculation and its applications in gas cloud infrared imaging

Shao Hua Liu, Xiu Li Luo, Ling Xue Wang, Yi Cai

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Motion detection frequently employs Optic Flow to get the velocity of solid targets in imaging sequences. This paper suggests calculate the gas diffusion velocity in infrared gas leaking videos by optic flow algorithms. Gas target is significantly different from solid objects, which has variable margin and gray values in diffusion. A series of tests with various scenes and leakage rate were performed to compare the effect of main stream methods, such as Farneback algorithm, PyrLK and BM algorithm. Farneback algorithm seems to have the best result in those tests. Besides, the robustness of methods used in uncooled infrared imaging may decline seriously for the low resolution, big noise and poor contrast ratio. This research adopted a special foreground detection method (FDM) and spectral filtering technique to address this issue. FDM firstly computes corresponding sample sets of each pixel, and uses the background based on the sets to make a correlation analysis with the current frame. Spectral filtering technique means get two or three images in different spectrum by band pass filters, and show a better result by mixing those images. In addition, for Optic Flow methods have ability to precisely detect directional motion and to ignore the nondirectional one, these methods could be employed to highlight the gas area and reduce the background noise. This paper offers a credible way for obtaining the diffusion velocity and resolves the robust troubles in practical application. In the meanwhile, it is an exploration of optic flow in varied shape target detection.

Original languageEnglish
Title of host publicationSelected Papers of the Photoelectronic Technology Committee Conferences held June-July 2015
EditorsDaren Lv, Lijun Wang, Libin Xiang, Michael I. Petelin, Guangjin Zhang, Songlin Zhuang, Shenggang Liu
PublisherSPIE
ISBN (Electronic)9781628418804
DOIs
Publication statusPublished - 2015
EventInternational Conference on Frontiers in International Conference on Frontiers in Terahertz Technology and Applications, and the International Symposium on Surface Topography and Optical Microscopy - Harbin, China
Duration: 23 Jul 201525 Jul 2015

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume9795
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

ConferenceInternational Conference on Frontiers in International Conference on Frontiers in Terahertz Technology and Applications, and the International Symposium on Surface Topography and Optical Microscopy
Country/TerritoryChina
CityHarbin
Period23/07/1525/07/15

Keywords

  • Diffusion velocity
  • Gas leakage
  • Infrared imaging
  • Optic flow
  • Spectral filtering

Fingerprint

Dive into the research topics of 'Gas diffusion optic flow calculation and its applications in gas cloud infrared imaging'. Together they form a unique fingerprint.

Cite this