Title :
Evaluation of 2D image reconstruction using fan-beam FBP algorithm with no backprojection weight from WLP completed truncated projection data
Author :
Sumith, K. ; Narasimhadhan, A.V. ; Rajgopal, Kasi
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Sci., Bangalore, India
Abstract :
This paper presents the image reconstruction using the fan-beam filtered backprojection (FBP) algorithm with no backprojection weight from windowed linear prediction (WLP) completed truncated projection data. The image reconstruction from truncated projections aims to reconstruct the object accurately from the available limited projection data. Due to the incomplete projection data, the reconstructed image contains truncation artifacts which extends into the region of interest (ROI) making the reconstructed image unsuitable for further use. Data completion techniques have been shown to be effective in such situations. We use windowed linear prediction technique for projection completion and then use the fan-beam FBP algorithm with no backprojection weight for the 2-D image reconstruction. We evaluate the quality of the reconstructed image using fan-beam FBP algorithm with no backprojection weight after WLP completion.
Keywords :
computerised tomography; image reconstruction; medical image processing; prediction theory; 2D image reconstruction; backprojection weight; data completion techniques; fan-beam FBP algorithm; filtered backprojection; truncation artifacts; windowed linear prediction completed truncated projection data; Detectors; Equations; Image reconstruction; Mathematical model; Noise; Prediction algorithms; Predictive models; Fan-beam algorithm; Windowed Linear Prediction; truncated data;
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2011 4th International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-9351-7
DOI :
10.1109/BMEI.2011.6098314