<> "The repository administrator has not yet configured an RDF license."^^ . <> . . "Tracking-by-Assignment as a Probabilistic Graphical\r\nModel with Applications in Developmental Biology"^^ . "This thesis presents a novel approach for tracking a varying number of divisible\r\nobjects with similar appearance in the presence of a non-negligible number of false\r\npositive detections (more than 10%). It is applied to the reconstruction of cell\r\nlineages in developing zebrafish and fruit fly embryos from 3d time-lapse record-\r\nings. The model takes the form of a chain graph—a mixed directed-undirected\r\nprobabilistic graphical model—and a tracking is obtained simultaneously over all\r\ntime slices from the maximum a-posteriori configuration.\r\nThe tracking model is used as the second step in a two-step pipeline to produce\r\ndigital embryos—maps of cell nuclei in an embryo and their ancestral fate; the first\r\nstep being the segmentation of the fluorescently-stained cell nuclei in light sheet\r\nmicroscopy images.\r\nThe pipeline is implemented as a software with an intuitive graphical user\r\ninterface. It is the first freely available program of its kind and makes the presented\r\nmethods accessible to a broad audience of users from the life sciences."^^ . "2013" . . . . . . . "Bernhard"^^ . "Kausler"^^ . "Bernhard Kausler"^^ . . . . . . "Tracking-by-Assignment as a Probabilistic Graphical\r\nModel with Applications in Developmental Biology (PDF)"^^ . . . "bkausler_13_tracking.pdf"^^ . . . "Tracking-by-Assignment as a Probabilistic Graphical\r\nModel with Applications in Developmental Biology (Other)"^^ . . . . . . "indexcodes.txt"^^ . . . "Tracking-by-Assignment as a Probabilistic Graphical\r\nModel with Applications in Developmental Biology (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "Tracking-by-Assignment as a Probabilistic Graphical\r\nModel with Applications in Developmental Biology (Other)"^^ . . . . . . "preview.jpg"^^ . . . "Tracking-by-Assignment as a Probabilistic Graphical\r\nModel with Applications in Developmental Biology (Other)"^^ . . . . . . "medium.jpg"^^ . . . "Tracking-by-Assignment as a Probabilistic Graphical\r\nModel with Applications in Developmental Biology (Other)"^^ . . . . . . "small.jpg"^^ . . "HTML Summary of #15296 \n\nTracking-by-Assignment as a Probabilistic Graphical \nModel with Applications in Developmental Biology\n\n" . "text/html" . . . "000 Allgemeines, Wissenschaft, Informatik"@de . "000 Generalities, Science"@en . . . "004 Informatik"@de . "004 Data processing Computer science"@en . . . "500 Naturwissenschaften und Mathematik"@de . "500 Natural sciences and mathematics"@en . . . "570 Biowissenschaften, Biologie"@de . "570 Life sciences"@en . .