Title :
Quantitative three-dimensional reconstruction of limited-angle experimental measurements in diffraction tomography
Author :
Chang, Chen-Hao ; Su, Jing-Wei ; Hsu, Wei-Chen ; Sung, Kung-Bin ; Chou, Cheng-Ying
Author_Institution :
Dept. of Bio-Ind. Mechatron. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Abstract :
Image reconstruction from limited-angle data is an important issue in diffraction tomography. The limitation of angular coverage usually occurs due to the physical constraints in measurement systems. Insufficient information will deteriorate the quality of reconstructed images. In our experimental setup, the angular range of the data scanning is limited. Here, we applied the iterative algorithm of total variation (TV) minimization to reconstruct the three-dimensional distribution of an object´s refractive index from measured phase data. TV-minimization is an edge-preserving technique commonly used in image processing. It can smooth away the noisy textures while retaining sharp edges. Despite a full range of illumination is lacking, we have successfully reconstructed the refractive index distribution of objects numerically and experimentally by use of the TV-minimization algorithm.
Keywords :
image reconstruction; image texture; iterative methods; medical image processing; minimisation; refractive index; TV-minimization algorithm; data scanning; diffraction tomography; edge-preserving technique; image processing; image reconstruction; iterative algorithm; limited-angle experimental measurements; measured data; noisy textures; object refractive index; quantitative 3D reconstruction; refractive index distribution; total variation minimization; Diffraction; Image edge detection; Image reconstruction; Refractive index; Signal processing algorithms; Tomography; X-ray diffraction; Diffraction tomography; TV-minimization; edge-preserving; image reconstruction; limited-angle;
Conference_Titel :
Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4577-1857-1
DOI :
10.1109/ISBI.2012.6235898