DocumentCode
1429152
Title
Evaluation of the adaptive speckle suppression filter for coronary optical coherence tomography imaging
Author
Rogowska, Jadwiga ; Brezinski, Mark E.
Author_Institution
BIC, McLean Hosp., Belmont, MA, USA
Volume
19
Issue
12
fYear
2000
Firstpage
1261
Lastpage
1266
Abstract
During the last few years, optical coherence tomography (OCT) has demonstrated considerable promise as a method of high-resolution intravascular imaging. The goal of this study was to apply and to test the applicability of the rotating kernel transformation (RKT) technique to the speckle reduction and enhancement of OCT images. The technique is locally adaptive. It is based on sequential application of directional masks and selection of the maximum of all outputs. This method enhances the image features by emphasizing thin edges while suppressing a noisy background. Qualitatively, the RKT algorithm provides noticeable improvement over the original image. All processed images are smoother and have better-defined borders of media, intima, and plaque. The quantitative evaluation of RKT performance showed that in terms of average contrast-to-noise ratio, there is a significant improvement in image quality between original and enhanced images. The RKT image enhancement technique shows great promise in improving OCT images for superior boundary identification.
Keywords
adaptive filters; cardiology; image enhancement; light coherence; medical image processing; optical tomography; speckle; adaptive speckle suppression filter; average contrast-to-noise ratio; better-defined borders; coronary optical coherence tomography imaging; directional masks; high-resolution intravascular imaging; intima; media; medical diagnostic imaging; noisy background suppression; rotating kernel transformation technique; speckle reduction; thin edges emphasis; Adaptive filters; Adaptive optics; Background noise; High-resolution imaging; Kernel; Optical filters; Optical imaging; Speckle; Testing; Tomography; Coronary Angiography; Humans; Radiography, Interventional; Tomography;
fLanguage
English
Journal_Title
Medical Imaging, IEEE Transactions on
Publisher
ieee
ISSN
0278-0062
Type
jour
DOI
10.1109/42.897820
Filename
897820
Link To Document