Literature DB >> 15344446

Minimum Description Length shape and appearance models.

Hans Henrik Thodberg1.   

Abstract

The Minimum Description Length (MDL) approach to shape modelling is reviewed. It solves the point correspondence problem of selecting points on shapes defined as curves so that the points correspond across a data set. An efficient numerical implementation is presented and made available as open source Matlab code. The problems with the early MDL approaches are discussed. Finally the MDL approach is extended to an MDL Appearance Model, which is proposed as a means to perform unsupervised image segmentation.

Mesh：

Year:  2003        PMID： 15344446     DOI： 10.1007/978-3-540-45087-0_5

Source DB:  PubMed          Journal:  Inf Process Med Imaging        ISSN： 1011-2499


  15 in total

1.  Shape Comparison Using Perturbing Shape Registration.

Authors:  Yifeng Jiang; Erin Edmiston; Fei Wang; Hilary P Blumberg; Lawrence H Staib; Xenophon Papademetris
Journal:  Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit       Date:  2009-06-20

2.  Improving the Reliability of Shape Comparison by Perturbation.

Authors:  Y Jiang; E Edmiston; F Wang; H P Blumberg; X Papademetris; L H Staib
Journal:  Proc IEEE Int Symp Biomed Imaging       Date:  2009

3.  A new osteophyte segmentation algorithm using partial shape model and its applications to rabbit femur anterior cruciate ligament transection via micro-CT imaging.

Authors:  P K Saha; G Liang; J M Elkins; A Coimbra; L T Duong; D S Williams; M Sonka
Journal:  IEEE Trans Biomed Eng       Date:  2011-03-17       Impact factor: 4.538

4.  Shape modeling and analysis with entropy-based particle systems.

Authors:  Joshua Cates; P Thomas Fletcher; Martin Styner; Martha Shenton; Ross Whitaker
Journal:  Inf Process Med Imaging       Date:  2007

5.  Groupwise Pose Normalization for Craniofacial Applications.

Authors:  Jiun-Hung Chen; Linda G Shapiro
Journal:  Proc IEEE Workshop Appl Comput Vis       Date:  2011-01-01

6.  Skeletal Shape Correspondence Through Entropy.

Authors:  Liyun Tu; Martin Styner; Jared Vicory; Shireen Elhabian; Rui Wang; Junpyo Hong; Beatriz Paniagua; Juan C Prieto; Dan Yang; Ross Whitaker; Stephen M Pizer
Journal:  IEEE Trans Med Imaging       Date:  2017-09-21       Impact factor: 10.048

7.  3D Point Correspondence by Minimum Description Length in Feature Space.

Authors:  Jiun-Hung Chen; Ke Colin Zheng; Linda G Shapiro
Journal:  Comput Vis ECCV       Date:  2010

8.  Surface fluid registration of conformal representation: application to detect disease burden and genetic influence on hippocampus.

Authors:  Jie Shi; Paul M Thompson; Boris Gutman; Yalin Wang
Journal:  Neuroimage       Date:  2013-04-13       Impact factor: 6.556

Review 9.  Entropy-based particle correspondence for shape populations.

Authors:  Ipek Oguz; Josh Cates; Manasi Datar; Beatriz Paniagua; Thomas Fletcher; Clement Vachet; Martin Styner; Ross Whitaker
Journal:  Int J Comput Assist Radiol Surg       Date:  2015-12-08       Impact factor: 2.924

10.  Particle system based adaptive sampling on spherical parameter space to improve the MDL method for construction of statistical shape models.

Authors:  Rui Xu; Xiangrong Zhou; Yasushi Hirano; Rie Tachibana; Takeshi Hara; Shoji Kido; Hiroshi Fujita
Journal:  Comput Math Methods Med       Date:  2013-06-05       Impact factor: 2.238
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