Performance Assessment of Active Contour Models: for image segmentation - Softcover

Yan Chai, Hum; Tian Swee, Tan; Jih Bao, Teng

 
9783847320807: Performance Assessment of Active Contour Models: for image segmentation
Softcover
ISBN 10: 3847320807 ISBN 13: 9783847320807
Verlag: LAP LAMBERT Academic Publishing, 2012

Inhaltsangabe

Image segmentation is one of the significant techniques in image processing to distinguish desired parts from its background for further analysis. It provides visual means for inspection of anatomical structure of human body, identification of disease, tracking of its development and input for surgical planning and simulation. Active contour models are regarded as promising and vigorously research model-based approach to computer assisted medical image analysis. However, it is not trivial to assess whether one segmentation algorithm performs more superior than the other. Therefore, a systematic assessment tool is designed and implemented to examine all the important aspects of active contour models. Meanwhile, a novel supervised evaluator including analytical method and empirical methods are proposed to acts as objective evaluator. The obtained results highlighted both the strengths and limitations of the studied active contour models.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2012
Sprache
Englisch
ISBN 10 
3847320807
ISBN 13 
9783847320807
Einband
Taschenbuch
Anzahl der Seiten
92
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Presses Academiques Francophones
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland