Title :
Evaluation in spatial resolution of denoised image in Fresnel transform imaging technique by zero-filling
Author :
Binrong Wu ; Ito, Satoshi ; Yamada, Yoshifunu
Author_Institution :
Graduate Sch. of Eng., Utsunomiya Univ., Japan
Abstract :
There is an image reconstruction method applying the Fourier transform after a quadratic phase modulations in the Fresnel transform imaging technique. If the outside of the view data area of Fourier space is filled up with the zero data previous to the reconstruction of images in the Fresnel transform method, the spectrum of noise is diffused into the area by the quadratic phase modulation and the image information becomes distribution that concentrates locally. When the signal is returned to the Fresnel transform signal space before interpolation by a series of opposite direction processing after the noise is eliminated by the threshold filtering etc. in the zero filled space, a reconstructed image with little deteriorated spatial resolution and has an excellent SNR improvement characteristic can be obtained using usual Fresnel transform image reconstruction technique. In the study, the deterioration extent of the spatial resolution of a reconstructed image by the proposed method was examined, and the comparison examination with the processing image by Wiener filtering was done.
Keywords :
Fourier transforms; Wiener filters; biomedical MRI; image reconstruction; image resolution; medical image processing; noise; phase modulation; Fourier transform; Fresnel transform imaging technique; Wiener filtering; denoised image spatial resolution; deteriorated spatial resolution; image reconstruction method; magnetic resonance imaging; quadratic phase modulations; transform image reconstruction technique; zero filled space; zero-filling; Filtering; Fourier transforms; Image reconstruction; Interpolation; Phase modulation; Phase noise; Signal processing; Signal to noise ratio; Spatial resolution; Wiener filter;
Conference_Titel :
Biomedical Engineering, 2003. IEEE EMBS Asian-Pacific Conference on
Print_ISBN :
0-7803-7943-8
DOI :
10.1109/APBME.2003.1302653