Title :
Geometric averaging of X-ray signals in automatic exposure control
Author :
Snoeren, Rudolph M. ; De With, Peter H N
Author_Institution :
Univ. of Technol. Eindhoven, Eindhoven, Netherlands
Abstract :
Improper dose control in X-ray cardio-vascular systems leads to a reduced Signal-to-Noise Ratio (SNR) in regions of interest of the X-ray image. We aim at reducing the influence of direct radiation, entering a measuring field for X-ray dose control in a Flat Detector which gives too bright areas (highlights) in the image. It is our desire to use a norm-like signal size that represents a minimal dose value while maximizing information transfer and thus image quality. In a dose control system, it is common practice to employ a special averaging technique for computing a representative signal level controlling the X-ray. We have found that the geometric averaging outperforms the existing techniques and significantly improves the image quality. Our approach reduces the highlight influence and guarantees an adequate Contrast-to-Noise ratio for decentered objects. We provide convincing experimental results showing a strongly improved image quality with respect to contrast and detail.
Keywords :
X-ray imaging; cardiovascular system; geometry; medical image processing; X-ray cardio-vascular systems; X-ray dose control; X-ray image; X-ray signals; automatic exposure control; flat detector; geometric averaging; image quality; signal-to-noise ratio; Control systems; Detectors; Image quality; Signal to noise ratio; Three dimensional displays; X-ray imaging; X-ray; cone beam CT; dose control; image quality; signal size;
Conference_Titel :
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7992-4
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2010.5649590