Title
Decomposition of three-dimensional medical images into visual patterns.
Abstract
In this paper, we present a method for the decomposition of a volumetric image into its most relevant visual patterns , which we define as features associated to local energy maxima of the image. The method involves the clustering of a set of predefined bandpass energy filters according to their ability to segregate the different features in the image, thus generating a set of composite-feature de...
Year
DOI
Venue
2005
10.1109/TBME.2005.857635
IEEE Transactions on Biomedical Engineering
Keywords
Field
DocType
Biomedical imaging,Cardiology,Blood pressure,Heart rate,Biomedical measurements,Baroreflex reflex,Heart rate variability,Gaussian noise,Computational modeling,Gaussian processes
Computer vision,Pattern recognition,Band-pass filter,Computer science,Feature extraction,Differential geometry,Artificial intelligence,Initialization,Cluster analysis,Detector,Maxima,Geodesic
Journal
Volume
Issue
ISSN
52
12
0018-9294
Citations 
PageRank 
References 
6
0.44
7
Authors
3
Name
Order
Citations
PageRank
Raquel Dosil114510.37
X.M. Pardo2736.75
Xose R. Fdez-Vidal39914.82