Share Email Print

Proceedings Paper

Muon tomography imaging improvement using optimized limited angle data
Author(s): Chuanyong Bai; Sean Simon; Joel Kindem; Weidong Luo; Michael J. Sossong; Matthew Steiger
Format Member Price Non-Member Price
PDF $17.00 $21.00

Paper Abstract

Image resolution of muon tomography is limited by the range of zenith angles of cosmic ray muons and the flux rate at sea level. Low flux rate limits the use of advanced data rebinning and processing techniques to improve image quality. By optimizing the limited angle data, however, image resolution can be improved. To demonstrate the idea, physical data of tungsten blocks were acquired on a muon tomography system. The angular distribution and energy spectrum of muons measured on the system was also used to generate simulation data of tungsten blocks of different arrangement (geometry). The data were grouped into subsets using the zenith angle and volume images were reconstructed from the data subsets using two algorithms. One was a distributed PoCA (point of closest approach) algorithm and the other was an accelerated iterative maximal likelihood/expectation maximization (MLEM) algorithm. Image resolution was compared for different subsets. Results showed that image resolution was better in the vertical direction for subsets with greater zenith angles and better in the horizontal plane for subsets with smaller zenith angles. The overall image resolution appeared to be the compromise of that of different subsets. This work suggests that the acquired data can be grouped into different limited angle data subsets for optimized image resolution in desired directions. Use of multiple images with resolution optimized in different directions can improve overall imaging fidelity and the intended applications.

Paper Details

Date Published: 29 May 2014
PDF: 9 pages
Proc. SPIE 9073, Chemical, Biological, Radiological, Nuclear, and Explosives (CBRNE) Sensing XV, 907318 (29 May 2014); doi: 10.1117/12.2049977
Show Author Affiliations
Chuanyong Bai, Gemini Design, LLC (United States)
Sean Simon, Decision Sciences International Corporation (United States)
Joel Kindem, Gemini Design, LLC (United States)
Weidong Luo, Gemini Design, LLC (United States)
Michael J. Sossong, Decision Sciences International Corp. (United States)
Matthew Steiger, Gemini Design, LLC (United States)

Published in SPIE Proceedings Vol. 9073:
Chemical, Biological, Radiological, Nuclear, and Explosives (CBRNE) Sensing XV
Augustus Way Fountain III, Editor(s)

© SPIE. Terms of Use
Back to Top
Sign in to read the full article
Create a free SPIE account to get access to
premium articles and original research
Forgot your username?