NDLI: An improved 2D-3D medical image registration algorithm based on modified mutual information and expanded Powell method

Content Provider	IEEE Xplore Digital Library
Author	Yang Lei Yan Zhang
Copyright Year	2013
Description	Author affiliation: Shenzhen Grad. Sch., Harbin Inst. of Technol., Shenzhen, China (Yang Lei; Yan Zhang)
Abstract	An accurate two-dimensional-three-dimensional (2D-3D) image registration method is introduced in this paper, which is used in image-guided surgery to detect and correct patient movement during image-guided intervention treatment. In this paper, we decompose a 3D rigid transformation in the 3D patient coordinate into in-plane transformations and out-of-plane rotations in two orthogonal 2D projections, using approximate geometric relationship and the results in the two projections are then combined and converted to a 3D rigid transformation by 2D-3D geometric transformation. In order to ensure accuracy, we propose that using mutual information based on partial volume interpolation as a similarity measure to align Digitally Reconstructed Radiographs(DRRs) from original 3D CT volume and x-ray images. In the refined stage, we use expanded Powell method to search for the refined parameters. Our experiments show that it is feasible of the assessed 2D-3D registration algorithm, since it achieves sub-millimeter accuracy, when modified mutual information and expanded Powell search method are used.
Sponsorship	IEEE Beijing Sect.
Starting Page	24
Ending Page	29
File Size	173745
Page Count	6
File Format	PDF
e-ISBN	9781467358873
DOI	10.1109/ICMIPE.2013.6864496
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-10-19
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Image registration Interpolation Expanded Powell method Three-dimensional displays Accuracy Partial volume interpolation X-ray images 2D-3D image registration X-ray imaging Mutual information Biomedical imaging DRRs
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

A comparison of two novel similarity measures based on mutual information in 2D/3D image registration

Evaluation of Similarity Measures and Optimization Methods for 2D/3D Rigid Registration in Image Guided Interventions

A novel mutual information-based similarity measure for 2D/3D registration in image guided intervention

Algorithm for Medical Image Patching Based on Mutual Information

A computationally efficient approach for 2D-3D image registration

Multiple Segmentation for Medical 2D/3D Registration

Mutual information extremal optimization for multimodal medical image registration

Infant image registration based on improved mutual strict concave function measurement

A Non-Rigid 3D Multi-Modal Registration Algorithm Using Partial Volume Interpolation and the Sum of Conditional Variance

An improved 2D-3D medical image registration algorithm based on modified mutual information and expanded Powell method

Similar Documents

A comparison of two novel similarity measures based on mutual information in 2D/3D image registration

Evaluation of Similarity Measures and Optimization Methods for 2D/3D Rigid Registration in Image Guided Interventions

A novel mutual information-based similarity measure for 2D/3D registration in image guided intervention

Algorithm for Medical Image Patching Based on Mutual Information

A computationally efficient approach for 2D-3D image registration

Multiple Segmentation for Medical 2D/3D Registration

Mutual information extremal optimization for multimodal medical image registration

Infant image registration based on improved mutual strict concave function measurement

A Non-Rigid 3D Multi-Modal Registration Algorithm Using Partial Volume Interpolation and the Sum of Conditional Variance

An improved 2D-3D medical image registration algorithm based on modified mutual information and expanded Powell method