DocumentCode :
1611616
Title :
Cone beam X-ray scatter removal via image frequency modulation and filtering
Author :
Maltz, Jonathan S. ; Blanz, Wolf-Ekkehard ; Hristov, Dimitre ; Bani-Hashemi, Ali
Author_Institution :
Oncology Care Syst. Group, Siemens Med. Solutions USA, Inc., Roswell, GA
fYear :
2006
Firstpage :
1854
Lastpage :
1857
Abstract :
We present a novel method for rapid removal of patient scatter from cone beam (CB) projection images that requires no scatter measurement, physical modeling or strong assumptions regarding the spatial smoothness of the scatter distribution. A modulator grid is placed between the imaged distribution and the detector that differentially frequency modulates primary and scattered photons. When photons travel through the grid, photons that originate directly from the CB source are modulated by a higher frequency than scattered photons that have more proximal, diffusely distributed sources. We employ non-linear Fourier domain filtering to attenuate the contribution of scatter to the image spectrum. The theoretical validity of the method is verified using linear analysis of planar sources and its performance is evaluated using a simulator based on this analytical model. Simulation experiments with an ideal modulator indicate that even unrealistically large amounts of scatter are almost entirely removed by this method. The recovered images are devoid of major artifacts and exhibit an RMS error of 10%. We have verified the theoretical validity of scatter removal via spatial frequency modulation. A disadvantage of the technique is that it will always produce a filtered image having at best 0.41 of the maximum detector resolution when maximum scatter rejection is desired. This is not a major consideration in most medical X-ray CB imaging applications using contemporary detector technology, especially since scatter often significantly reduces useful resolution
Keywords :
X-ray scattering; diagnostic radiography; frequency modulation; image enhancement; image resolution; medical image processing; spatial filters; cone beam X-ray scatter removal; cone beam projection images; detector resolution; diffusely distributed sources; image filtering; image frequency modulation; image spectrum; linear analysis; maximum scatter rejection; modulator grid; nonlinear Fourier domain filtering; patient scatter; planar sources; scatter distribution; spatial frequency modulation; spatial smoothness; Analytical models; Detectors; Electromagnetic scattering; Filtering; Frequency modulation; Image resolution; Optical modulation; Particle scattering; X-ray imaging; X-ray scattering;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location :
Shanghai
Print_ISBN :
0-7803-8741-4
Type :
conf
DOI :
10.1109/IEMBS.2005.1616811
Filename :
1616811
Link To Document :
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