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Sökning: WFRF:(Brandt Lars) > Bokkapitel > Segmentation of ech...

Segmentation of echo cardiographic image sequences using spatio-temporal information

Brandt, Einar (författare)
Linköpings universitet,Klinisk fysiologi,Hälsouniversitetet
Wigström, Lars (författare)
Linköpings universitet,Klinisk fysiologi,Hälsouniversitetet
Wranne, Bengt (författare)
Linköpings universitet,Klinisk fysiologi,Hälsouniversitetet
 (creator_code:org_t)
Berlin : Springer, 1999
1999
Engelska.
Ingår i: Medical Image Computing and Computer-Assisted Intervention – MICCAI’99. - Berlin : Springer. - 354066503X ; , s. 410-419
  • Bokkapitel (refereegranskat)
Abstract Ämnesord
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  • This paper describes a new method for improving border detection in image sequences by including both spatial and temporal information. The method is based on three dimensional quadrature filters for estimating local orientation. A simplification that gives a significant reduction in computational demand is also presented. The border detection framework is combined with a segmentation algorithm based on active contours or ’snakes’, implemented using a new optimization relaxation that can be solved to optimality using dynamical programming. The aim of the study was to compare segmentation performance using gradient based border detection and the proposed border detection algorithm using spatio-temporal information. Evaluation is performed both on a phantom and in-vivo data from five echocardiographic short axis image sequences. It could be concluded that when temporal information was included weak and incomplete boundaries could be found where gradient based border detection failed. Otherwise there was no significant difference in performance between the new proposed method and gradient based border detection.

Nyckelord

medical image computing
computer-assisted intervention
data-driven image segmentation
structural models
image processing
feature detection
surfaces
shape
measurement
image interpretation
spatiotemporal analysis
diffusion tensor analysis
image registration
data fusion
data visualisation
image-guided intervention
robotic systems
biomechanics
simulation
MEDICINE
MEDICIN

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Av författaren/redakt...
Brandt, Einar
Wigström, Lars
Wranne, Bengt
Artiklar i publikationen
Medical Image Co ...
Av lärosätet
Linköpings universitet

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