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Imaging Algorithms for Cosmic Ray Muon Radiography Detection of Nuclear Materials 被引量:1

Imaging Algorithms for Cosmic Ray Muon Radiography Detection of Nuclear Materials
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摘要 Cosmic ray muon radiography which has good penetration ability and is sensitive to high-Z materials, is an effective method to detect shielded nuclear materials. This paper summarizes methods developed to process muon radiography in Tsinghua University. The methods include detector data correction, reconstruction algorithms (maximum likelihood scattering, MLS, and the maximum likelihood scattering and displacement, MLSD) acceleration, and the modification of the normalized mean absolute distance measure (NMADM) into a picture comparison binarization method (PCBM) which is more suitable for cosmic ray muon radiographs. Simulations demonstrate that all these methods give excellent results, so that cosmic muon radiography can become more widely used. Cosmic ray muon radiography which has good penetration ability and is sensitive to high-Z materials, is an effective method to detect shielded nuclear materials. This paper summarizes methods developed to process muon radiography in Tsinghua University. The methods include detector data correction, reconstruction algorithms (maximum likelihood scattering, MLS, and the maximum likelihood scattering and displacement, MLSD) acceleration, and the modification of the normalized mean absolute distance measure (NMADM) into a picture comparison binarization method (PCBM) which is more suitable for cosmic ray muon radiographs. Simulations demonstrate that all these methods give excellent results, so that cosmic muon radiography can become more widely used.
出处 《Tsinghua Science and Technology》 SCIE EI CAS 2009年第3期313-321,共9页 清华大学学报(自然科学版(英文版)
基金 Supported by the National Natural Science Foundation of China(No. 10575059) the Program for New Century Excellent Talents in University (No. NCET-05-0060) the National Natural Science Foundation of China for Young Scholars (No. 10605015)
关键词 muon radiography SIMULATION data correction reconstruction algorithm picture comparison muon radiography simulation data correction reconstruction algorithm picture comparison
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