SPATIOTEMPORAL ANALYSIS OF DEFORMABLE CONTOURS - Akgul, Yusuf
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It is common to employ a shape model or motion model for the analysis of non-rigid motion. However, adequate amount of information about the motion type or the structure under deformation is not usually available. As a result, general assumptions have to be used for the employed model resulting in relatively inefficient and less robust systems due to inadequate constraints. This work presents a number of techniques that deal with the problems of spatiotemporal modeling of contours which assume the most general constraints in both spatial and temporal domains. The main application area of these…mehr

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Produktbeschreibung
It is common to employ a shape model or motion model for the analysis of non-rigid motion. However, adequate amount of information about the motion type or the structure under deformation is not usually available. As a result, general assumptions have to be used for the employed model resulting in relatively inefficient and less robust systems due to inadequate constraints. This work presents a number of techniques that deal with the problems of spatiotemporal modeling of contours which assume the most general constraints in both spatial and temporal domains. The main application area of these techniques are analysis of medical images, especially ultrasound image sequences. The techniques introduced was tested by performing experiments on synthetic and challenging real world data showing their effectiveness and feasibility for practical use.
Autorenporträt
Yusuf Akgul received BS degree from the Middle East TechnicalUniversity, Turkey in 1992, MS and PhD. degrees from Universityof Delaware in 1996 and 2000 at the computer science department.He worked for Cognex Corporation, MA as a vision engineer between2000 and 2005. He is a faculty member at Gebze Institute ofTechnology, Kocaeli, Turkey.