Statistical models of appearance for medical image analysis and computer vision
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 …
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 …
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 …
of example boundaries/surfaces. These models show considerable promise as a basis for …
[图书][B] Dictionary of computer vision and image processing
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 …
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
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 …
based on the development of a new class of volumetric deformable models. We estimate the …
Nonrigid motion analysis: Articulated and elastic motion
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 …
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) …
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 …
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 …
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 …
correspondence for the automated generation of landmarks on a set of examples from a …