Statistical models of appearance for medical image analysis and computer vision

TF Cootes, CJ Taylor - Medical Imaging 2001: Image …, 2001 - spiedigitallibrary.org
Statistical models of shape and appearance are powerful tools for interpreting medical
images. We assume a training set of images in which corresponding landmark points have …

Articulated and elastic non-rigid motion: A review

JK Aggarwal, Q Cai, W Liao… - Proceedings of 1994 …, 1994 - ieeexplore.ieee.org
Motion of physical objects is non-rigid, in general. Most researchers have focused on the
study of the motion and structure of rigid objects because of its simplicity and elegance …

A minimum description length approach to statistical shape modeling

RH Davies, CJ Twining, TF Cootes… - IEEE transactions on …, 2002 - ieeexplore.ieee.org
We describe a method for automatically building statistical shape models from a training set
of example boundaries/surfaces. These models show considerable promise as a basis for …

[图书][B] Dictionary of computer vision and image processing

RB Fisher, TP Breckon, K Dawson-Howe, A Fitzgibbon… - 2013 - books.google.com
Written by leading researchers, the 2nd Edition of the Dictionary of Computer Vision & Image
Processing is a comprehensive and reliable resource which now provides explanations of …

[PDF][PDF] Analysis of left ventricular wall motion based on volumetric deformable models and MRI-SPAMM

J Park, D Metaxas, L Axel - Medical image analysis, 1996 - core.ac.uk
We present a new approach for the analysis of the left ventricular shape and motion that is
based on the development of a new class of volumetric deformable models. We estimate the …

Nonrigid motion analysis: Articulated and elastic motion

JK Aggarwal, Q Cai, W Liao, B Sabata - Computer Vision and Image …, 1998 - Elsevier
Motion of physical objects in the world is, in general, nonrigid. In robotics and computer
vision, the motion of nonrigid objects is of growing interest to researchers from a wide …

Point-tracked quantitative analysis of left ventricular surface motion from 3-D image sequences

P Shi, AJ Sinusas, RT Constable… - IEEE transactions on …, 2000 - ieeexplore.ieee.org
Proposes and validates the hypothesis that one can use differential shape properties of the
myocardial surfaces to recover dense field motion from standard three-dimensional (3-D) …

Automatic construction of eigenshape models by direct optimization

ACW Kotcheff, CJ Taylor - Medical Image Analysis, 1998 - Elsevier
A new approach to the problem of automatic construction of eigenshape models is
presented. Eigenshape models have proved to be successful in a variety of medical image …

A framework for automatic landmark identification using a new method of nonrigid correspondence

A Hill, CJ Taylor, AD Brett - IEEE Transactions on Pattern …, 2000 - ieeexplore.ieee.org
A framework for automatic landmark identification is presented based on an algorithm for
corresponding the boundaries of two shapes. The auto-landmarking framework employs a …

A method of automated landmark generation for automated 3D PDM construction

AD Brett, CJ Taylor - Image and Vision Computing, 2000 - Elsevier
A previous publication has described a method of pairwise three-dimensional (3D) surface
correspondence for the automated generation of landmarks on a set of examples from a …