A New Generic Method for Fitting 3D Deformable and Rigid Models - Softcover

Pereira, Danillo Roberto; Stolfi, Jorge

 
9783659708459: A New Generic Method for Fitting 3D Deformable and Rigid Models
Softcover
ISBN 10: 3659708453 ISBN 13: 9783659708459
Verlag: LAP LAMBERT Academic Publishing, 2015

Inhaltsangabe

In this work we describe a generic algorithm (which we call MSFIT) able to estimate the pose and deformations of 3D models of biological structures (bacteria, cells, etc.) with images obtained by optical and scanning electron microscopes. The algorithm uses a image comparison metric multi-scale, that is outline-sensitive, and a novel nonlinear optimization method. In our tests with models of moderate complexity (up to 12 parameters) the algorithm correctly identifies the model parameters in 60-70% of the cases with real images and 80-90% of the cases with synthetic images.

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Über die Autorin bzw. den Autor

Danillo R. Pereira received his B.Sc. in Computer Science from the São Paulo State University (UNESP), SP, Brazil in 2006. In 2009, he received his M.Sc. in Computer Science from University of Campinas (UNICAMP), SP, Brazil. In 2013, he received his Ph.D. in Computer Science from the University of Campinas, SP, Brazil.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2015
Sprache
Englisch
ISBN 10 
3659708453
ISBN 13 
9783659708459
Einband
Taschenbuch
Anzahl der Seiten
96
Kontakt zum Hersteller
Nicht verfügbar
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Presses Academiques Francophones
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