Open AccessJournal Article10.1016/J.COMPMEDIMAG.2011.09.001

Directed graph based image registration.

- 01 Mar 2012

- Computerized Medical Imaging and Graphic...

- Vol. 36, Iss: 2, pp 139-151

TL;DR: It is shown that the proposed directed graph based registration algorithm can achieve more accurate registration results than both the undirected graph based solution and the direct pairwise registration.

About: This article is published in Computerized Medical Imaging and Graphics. The article was published on 01 Mar 2012. and is currently open access. The article focuses on the topics: Directed graph & Path (graph theory).

AI Agents for this Paper

Find similar papers on Google Scholar, PubMed and Arxiv
Write a critical review of this paper
Analyze citations of this paper to find unaddressed research gaps

Most frequently asked questions

1. What have the authors contributed in "Directed graph based image registration" ?

In this paper, a novel image registration method is proposed to achieve accurate registration between images having large shape differences with the help of a set of appropriate intermediate templates.. The authors first demonstrate that directionality is a key factor in both pairwise image registration and groupwise registration, which is defined in this paper to describe the influence of the registration direction and paths on the registration performance.

Citations

•Journal Article•10.3389/FNINF.2014.00007

Multi-atlas segmentation of subcortical brain structures via the AutoSeg software pipeline.

Jiahui Wang, +9 more

- 06 Feb 2014

- Frontiers in Neuroinformatics

TL;DR: A multi-atlas segmentation scheme with a novel graph-based atlas selection technique is proposed to extend a single- atlas-based segmentation toolkit entitled AutoSeg, which is an open-source, extensible C++ based software pipeline employing BatchMake for its pipeline scripting.

...read moreread less

124

Computerized Medical Imaging and Graphics.

Amran Hussin

- 01 Mar 2011

TL;DR: The guest editorial team has been organizing activities in molecular imaging computing, first tutorials and then workshops, as satellite events for MICCAI conferences, and encouraged to initiate this special issue advocating the methodology research for molecular imaging.

...read moreread less

•Journal Article•10.1016/J.MEDIA.2014.10.007

Predict brain MR image registration via sparse learning of appearance and transformation

Qian Wang, +6 more

- 01 Feb 2015

- Medical Image Analysis

TL;DR: A new approach to register the subject image with the template by leveraging a set of intermediate images that are pre-aligned to the template, and concludes that the proposed framework is competent to improve registration performances substantially.

...read moreread less

Proceedings Article•10.1109/ISBI.2013.6556519

Image registration based on dynamic directed graphs with groupwise image similarity

Zhenyu Tang, +2 more

- 07 Apr 2013

TL;DR: This work proposes a groupwise image registration method using sparse coding and graph theoretic techniques that is more robust and able to achieve better registration accuracy than state of the art graph based registration methods.

...read moreread less

Journal Article•10.1007/S12021-015-9285-2

Groupwise Image Registration Guided by a Dynamic Digraph of Images

Zhenyu Tang, +1 more

- 01 Apr 2016

- Neuroinformatics

TL;DR: A groupwise image similarity measure that is built on sparse coding for characterizing image similarity among all input images and build a directed graph (digraph) of images so that similar images are connected by the shortest paths of the digraph is presented.

...read moreread less

...

Expand

References

Journal Article•10.1109/34.121791

A method for registration of 3-D shapes

Paul J. Besl, +1 more

- 01 Feb 1992

- IEEE Transactions on Pattern Analysis an...

TL;DR: In this paper, the authors describe a general-purpose representation-independent method for the accurate and computationally efficient registration of 3D shapes including free-form curves and surfaces, based on the iterative closest point (ICP) algorithm, which requires only a procedure to find the closest point on a geometric entity to a given point.

...read moreread less

20.6K

Journal Article•10.1126/SCIENCE.290.5500.2319

A global geometric framework for nonlinear dimensionality reduction.

Joshua B. Tenenbaum, +2 more

- 22 Dec 2000

- Science

TL;DR: An approach to solving dimensionality reduction problems that uses easily measured local metric information to learn the underlying global geometry of a data set and efficiently computes a globally optimal solution, and is guaranteed to converge asymptotically to the true structure.

...read moreread less

15.9K

•Journal Article•10.1002/HBM.10062

Fast robust automated brain extraction

Stephen M. Smith

- 01 Nov 2002

- Human Brain Mapping

TL;DR: An automated method for segmenting magnetic resonance head images into brain and non‐brain has been developed and described and examples of results and the results of extensive quantitative testing against “gold‐standard” hand segmentations, and two other popular automated methods.

...read moreread less

11K

•Book

Co-planar stereotaxic atlas of the human brain : 3-dimensional proportional system : an approach to cerebral imaging

J. Talairach, +2 more

- 01 Jan 1988

TL;DR: Direct and Indirect Radiologic Localization Reference System: Basal Brain Line CA-CP Cerebral Structures in Three-Dimensional Space Practical Examples for the Use of the Atlas in Neuroradiologic Examinations Three- Dimensional Atlas of a Human Brain Nomenclature-Abbreviations Anatomic Index Conclusions.

...read moreread less

9.9K

Journal Article•10.1016/J.NEUROIMAGE.2007.07.007

A fast diffeomorphic image registration algorithm

John Ashburner

- 15 Oct 2007

- NeuroImage

TL;DR: DARTEL has been applied to intersubject registration of 471 whole brain images, and the resulting deformations were evaluated in terms of how well they encode the shape information necessary to separate male and female subjects and to predict the ages of the subjects.

...read moreread less

8.1K

...

Expand

Directed graph based image registration.

Chat with Paper

AI Agents for this Paper

Most frequently asked questions

1. What have the authors contributed in "Directed graph based image registration" ?

Citations

Multi-atlas segmentation of subcortical brain structures via the AutoSeg software pipeline.

Computerized Medical Imaging and Graphics.

Predict brain MR image registration via sparse learning of appearance and transformation

Image registration based on dynamic directed graphs with groupwise image similarity

Groupwise Image Registration Guided by a Dynamic Digraph of Images

References

A method for registration of 3-D shapes

A global geometric framework for nonlinear dimensionality reduction.

Fast robust automated brain extraction

Co-planar stereotaxic atlas of the human brain : 3-dimensional proportional system : an approach to cerebral imaging

A fast diffeomorphic image registration algorithm

Related Papers (5)

Hierarchical Unbiased Graph Shrinkage (HUGS): A Novel Groupwise Registration for Large Data Set

Intermediate templates guided groupwise registration of diffusion tensor images.

ABSORB: Atlas Building by Self-organized Registration and Bundling.

GRAM: A framework for geodesic registration on anatomical manifolds.

Asymmetric Image-Template Registration