Title :
Towards a high-resolution local tomography using statistical iterative reconstruction
Author :
Rashed, Essam A. ; Toda, Hiroyuki ; Sera, Toshihiro ; Tsuchiyama, Akira ; Nakano, Tsukasa ; Uesugi, Kentaro ; Kudo, Hiroyuki
Author_Institution :
Dept. of Comput. Sci., Univ. of Tsukuba, Tsukuba, Japan
Abstract :
Synchrotron radiation (SR) x-ray micro-CT is an effective method for high-resolution imaging of small objects with several applications in biology and industry. However, the detector field of view is tiny, which limits the sample size to a few millimeters. When the sample size is larger than the limited field of view, reconstructed images, using conventional methods, known to suffer from DC-shift and low-frequency artifacts. This problem is known as local tomography or interior problem. In this paper we introduce a statistical iterative image reconstruction method to eliminate image artifacts produced from local tomography. The proposed method can be used in several SR imaging applications to enable a high resolution of the scanned object while preserving the image quality from artifacts produced due to the local tomography problem.
Keywords :
computerised tomography; synchrotron radiation; DC-shift; SR imaging applications; X-ray micro-CT; field-of-view; high-resolution imaging; high-resolution local tomography; image quality; iterative image reconstruction method; local tomography problem; low-frequency artifacts; reconstructed images; statistical iterative reconstruction; synchrotron radiation; Tomography;
Conference_Titel :
Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), 2011 IEEE
Conference_Location :
Valencia
Print_ISBN :
978-1-4673-0118-3
DOI :
10.1109/NSSMIC.2011.6153816