Title :
An Improved Correction Method for Reducing Off-Focal Artifacts in CT Imaging
Author :
Sun, Haining ; Qiu, Shaokun ; Lou, Shanshan ; Li, Changjun ; Liu, Jinjun ; Li, Shuangxue ; Jiang, Genmiao
Author_Institution :
Coll. of Inf. Sci. & Eng., Northeastern Univ.
Abstract :
This paper presents a new method to reduce halo artifacts in computed tomography (CT) images, which blur the image edges and descend the image quality. Off-focal radiation is main ill factor leading to these halo artifacts. To reduce the off-focal effects, we adopt a pre-processing method to filter the sampling data directly before reconstruction, instead of post-processing method such as edge enhancing on the reconstructed images. Different from the prior pre-processing method, we also present a new and more practical method to obtain convolution kernel and a simpler formula in this paper. Results show that after calibration by the new practical method, the off-focal radiation effects were reduced efficiently, the edges were enhanced and the image quality was improved without increasing noise
Keywords :
calibration; computerised tomography; convolution; image enhancement; image reconstruction; medical image processing; CT imaging; calibration; computed tomography; convolution kernel; correction method; data filtering; edge enhancement; halo artifacts; image quality; image reconstruction; off-focal artifact reduction; off-focal radiation effects; preprocessing method; Calibration; Computed tomography; Convolution; Filters; Image quality; Image reconstruction; Image sampling; Kernel; Noise reduction; Radiation effects;
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
DOI :
10.1109/IEMBS.2005.1615925