✦ LIBER ✦

Feature based models for anatomical data fitting

✍ Scribed by Gregory T Dobson; Warren N Waggenspack Jr; Henry J Lamousin

Publisher: Elsevier Science
Year: 1995
Tongue: English
Weight: 935 KB
Volume: 27
Category: Article
ISSN: 0010-4485
DOI: 10.1016/0010-4485(95)92153-j

No coin nor oath required. For personal study only.

✦ Synopsis

Taking advantage of the known, geometric structure of the data being fit, a generic model having this shape is used as an initial approximation.

The model is first globally sized and aligned with the data on the basis of the min/max box, principal axes and landmarks.

Once aligned, features embedded within the model, corresponding to pertinent characteristics of the data, are adjusted to better fit the data. Finally, vertices and weights of the rational B-spline are optimized to locally deform the model and approximate the data to within a specified tolerance. The feature based modelling approach is demonstrated in 2D by the fitting of facial profiles.

📜 SIMILAR VOLUMES

Feature based models for manufacturabili

Feature based models for manufacturability assessment

✍ Steven H.-Y. Lai; Bala Ram 📂 Article 📅 1992 🏛 Elsevier Science 🌐 English ⚖ 436 KB

Optimization using sensitivity functions

Optimization using sensitivity functions for fitting models to data

✍ J.B. Bassingthwaighte; M. Chaloupka; A.A. Goldstein 📂 Article 📅 1982 🏛 Elsevier Science 🌐 English ⚖ 388 KB

The analysis of multiple indicator dilution curves to estimate the rates of transport of ions and substrates across the sarcolemma of myocardial cells requires the formulation of models for the blood-ISF-cell exchanges. The fitting of models to the sets of experimental data is dependent of acquirin

Likelihood-Based Local Polynomial Fittin

Likelihood-Based Local Polynomial Fitting for Single-Index Models

✍ J. Huh; B.U. Park 📂 Article 📅 2002 🏛 Elsevier Science 🌐 English ⚖ 226 KB

The parametric generalized linear model assumes that the conditional distribution of a response Y given a d-dimensional covariate X belongs to an exponential family and that a known transformation of the regression function is linear in X. In this paper we relax the latter assumption by considering

Feature-based models for CAD/CAM and the

Feature-based models for CAD/CAM and their limits

✍ Y. Gardan; C. Minich 📂 Article 📅 1993 🏛 Elsevier Science 🌐 English ⚖ 801 KB

Knowledge-based gluing operators for fea

Knowledge-based gluing operators for feature-based modelling

✍ S.R.P. Rao Nalluri; B. Gurumoorthy 📂 Article 📅 1993 🏛 Elsevier Science 🌐 English ⚖ 815 KB

Generation of Point-Based 3D Statistical

Generation of Point-Based 3D Statistical Shape Models for Anatomical Objects

✍ Cristian Lorenz; Nils Krahnstöver 📂 Article 📅 2000 🏛 Elsevier Science 🌐 English ⚖ 394 KB

A novel method that allows the development of surface point-based three-dimensional statistical shape models is presented. Given a set of medical objects, a statistical shape model can be obtained by principal component analysis. This technique requires that a set of complex shaped objects is repres