DocumentCode
2485896
Title
A device enhancing and denoising algorithm for X-ray cardiac fluoroscopy
Author
Bismuth, Vincent ; Vaillant, Régis
Author_Institution
Gen. Electr. Healthcare, Buc
fYear
2008
fDate
8-11 Dec. 2008
Firstpage
1
Lastpage
4
Abstract
In X-ray interventional imaging, improved denoising enables lower X-ray dose and better visualization, resulting in increased confidence in the therapeutic act. This article focuses on the denoising of fluoroscopic image sequences in interventional cardiology. The challenge with these images is the need to preserve fine details in terms of size and contrast, representing the tools manipulated by the operator. These tools superimpose over an anatomical background. This context drives us to propose an algorithm based on spatial-temporal filtering conditioned by a feature of interest map. Based on the confidence in the feature detection our algorithm will either filter, preserve or enhance the image content. Our method is fast and compares very favorably with state of the art methods both quantitatively on synthetic data and perceptually on clinical data.
Keywords
cardiology; diagnostic radiography; feature extraction; image denoising; image sequences; medical image processing; X-ray cardiac fluoroscopy; X-ray dose; X-ray interventional imaging; clinical data; denoising algorithm; feature detection; fluoroscopic image sequences; image denoising; interventional cardiology; spatial-temporal filtering; Algorithm design and analysis; Cardiology; Computer vision; Filtering; Filters; Image sequences; Motion detection; Noise reduction; Optical imaging; X-ray imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 2008. ICPR 2008. 19th International Conference on
Conference_Location
Tampa, FL
ISSN
1051-4651
Print_ISBN
978-1-4244-2174-9
Electronic_ISBN
1051-4651
Type
conf
DOI
10.1109/ICPR.2008.4761642
Filename
4761642
Link To Document