Segmentation in Ultrasound Images R. Medina, A. Bravo +, P. Windyga, J....  Home/Search
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Abstract: In this research we use an active appearance model (AAM) as the core of a robust segmentation algorithm that combines contour and texture information to learn shape variability through a training procedure in trans-rectal ultrasound (TRUS) images of the prostate. Training was carried out using a dataset of 95 images which are preprocessed using graylevel mathematical morphology operators. Preliminary results are promising. The segmentation can provide shapes that have an overlap with respect... (Update)
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BibTeX entry: (Update)
@misc{ ultrasound-active,
author = "Segmentation In Ultrasound",
title = "A 2-D Active Appearance Model For Prostate",
url = "citeseer.ist.psu.edu/759620.html" }
Citations (may not include all citations):218 Active appearance models - Cootes, Edwards et al. - 1998
59 Statistical models of appearance for computer vision - Cootes, Taylor - 2001
8 A framework for automatic landmark identification using a ne.. (context) - Hill, Taylor et al. - 2000
5 Segmentation of prostate boundaries from ultrasound images u.. (context) - Shen, Zhan et al. - 2003
5 Three-dimensional ultrasound imaging (context) - Fenster, Downey - 1999
3 3-d active appearance models: Segmentation of cardiac mr and.. (context) - Mitchell, Bosch et al. - 2002
3 Automated texture-based segmentation of ultrasound images of.. (context) - Richard, Keen - 1996
2 Computerized prostate boundary estimation in ultrasound imag.. (context) - Liu, Ng et al. - 1997
1 Edge detection in prostatic ultrasound images using integrat.. (context) - Aarnink, Pathak et al. - 1998
1 Segmentation of abdominal ultrasound images of the prostate .. (context) - Betrouni, Vermandel et al. - 2005
1 Prostate cancer progress report (context) - Corrigan, Jacobson - 2004
1 Virtual trainer for prostate cryosurgery (context) - Windyga, Onik et al. - 2003
1 Segmentation of prostate contours from ultrasound images - Abolmaesumi, Sirouspour - 2004
1 Three-dimensional sonographically monitored cryosurgery in a.. (context) - Onik, Downey et al. - 1996
1 Quantitative three-dimensional trans-rectal ultrasound for p.. (context) - Pathak, Aarnink et al. - 1998
1 FAME: A flexible appearance modeling enviroment (context) - Stegmann, Ersboll et al. - 2003
1 Prostate boundary detection from ultrasonographic images (context) - Shao, Ling et al. - 2003
1 Prostate boundary segmentation from 2d ultrasound images (context) - Ladak, Mao et al. - 2000
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