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Spectral-based 2D/3D X-ray to CT image rigid registration

M. Freiman, O. Pele, A. Hurvitz, M. Werman, L. Joskowicz, Kenneth H. Wong, David R. Holmes III
2011 Medical Imaging 2011: Visualization, Image-Guided Procedures, and Modeling  
We present a spectral-based method for the 2D/3D rigid registration of X-ray images to a CT scan.  ...  Preoperatively, a set of Digitally Reconstructed Radiographs (DRRs) are generated offline from the CT in the expected in-plane location ranges of the fluoroscopic X-ray imaging devices.  ...  In this paper we present a spectral-based approach for 2D/3D image rigid registration.  ... 
doi:10.1117/12.876365 dblp:conf/miigp/FreimanPHWJ11 fatcat:sde4xjhairbn3kcyf7zkmasroq

The Impact of Machine Learning on 2D/3D Registration for Image-guided Interventions: A Systematic Review and Perspective [article]

Mathias Unberath, Cong Gao, Yicheng Hu, Max Judish, Russell H Taylor, Mehran Armand, Robert Grupp
2021 arXiv   pre-print
While image-based 2D/3D registration is a mature technique, its transition from the bench to the bedside has been restrained by well-known challenges, including brittleness of the optimization objective  ...  A critical component of image guidance is 2D/3D registration, a technique to estimate the spatial relationships between 3D structures, e.g., volumetric imagery or tool models, and 2D images thereof, such  ...  Acknowledgments The viewpoints presented in this manuscript have been shaped by several years of work on 2D/3D registration in the context of image-guided surgery at Johns Hopkins University.  ... 
arXiv:2108.02238v1 fatcat:fjazsnfg45b5jf4nanqw2pyohi

Automated 2D-3D registration of portal images and CT data using line-segment enhancement

Reshma Munbodh, Zhe Chen, David A. Jaffray, Douglas J. Moseley, Jonathan P. S. Knisely, James S. Duncan
2008 Medical Physics (Lancaster)  
The purpose of this study was to evaluate a fully automated 2D-3D registration algorithm to quantify setup errors in 3D through the alignment of line-enhanced portal images and digitally reconstructed  ...  The results indicate that it is feasible to automatically enhance features in MV portal images of the pelvis for use within a completely automated 2D-3D registration framework for the accurate determination  ...  2D-3D registration framework.  ... 
doi:10.1118/1.2975143 pmid:18975681 pmcid:PMC3910153 fatcat:2v3j2hlt4nejva4vslbwetme5u

The Impact of Machine Learning on 2D/3D Registration for Image-Guided Interventions: A Systematic Review and Perspective

Mathias Unberath, Cong Gao, Yicheng Hu, Max Judish, Russell H Taylor, Mehran Armand, Robert Grupp
2021 Frontiers in Robotics and AI  
, and 2D images thereof, such as intraoperative X-ray fluoroscopy or endoscopy.  ...  While image-based 2D/3D registration is a mature technique, its transition from the bench to the bedside has been restrained by well-known challenges, including brittleness with respect to optimization  ...  The vast majority of papers (34) considers the 2D/3D registration between X-ray images and CT or cone-beam CT (CBCT) volumes, with the registration of X-ray images and 3D object models being a distant  ... 
doi:10.3389/frobt.2021.716007 pmid:34527706 pmcid:PMC8436154 fatcat:qphhvllqjndwpmca7he4xd7b3e

A Review of Image Registration Methods in Medical Imaging

Leeba John, Lissa John
2019 International Journal of Computer Applications  
There are different approaches of image registration and these approaches are categorized according to their nature that is area based and feature based.  ...  Registration makes the pixels in two images precisely coincide to the same points in the scene.  ...  X-ray Multimodal CT Nonrigid MR Monomodal Ischemic heart disease [37] Rigid + Nonrigid CT Monomodal Liver Hepatocellular carcinoma [38] Nonrigid CT Monomodal Table 4 : 4 Presents  ... 
doi:10.5120/ijca2019918884 fatcat:kjiqamp2kfhi3mgoha3nkjxtwa

Medical Image Registration Using Deep Neural Networks: A Comprehensive Review [article]

Hamid Reza Boveiri, Raouf Khayami, Reza Javidan, Ali Reza MehdiZadeh
2020 arXiv   pre-print
Image-guided interventions are saving the lives of a large number of patients where the image registration problem should indeed be considered as the most complex and complicated issue to be tackled.  ...  In this paper, a comprehensive review on the state-of-the-art literature known as medical image registration using deep neural networks is presented.  ...  CNN TEE -X-ray (Spine) TRE Directly regressing the rigid unimodal registration parameters using CNN based on the implanted particles Spine -X-ray and CT (Spine) Hu et al. (2018) Y.  ... 
arXiv:2002.03401v1 fatcat:u4utrifr2rg3bf6x6fgohyfmpy

Accurate Single Image Multi-modal Camera Pose Estimation [chapter]

Christoph Bodensteiner, Marcus Hebel, Michael Arens
2012 Lecture Notes in Computer Science  
The pose is then accurately refined using an intensity based 2D/3D registration approach.  ...  In addition, the approach outperforms standard global multi-modal 2D/3D registration approaches based on Mutual Information with respect to robustness and speed.  ...  Pose from Intensity Based Distance Minimization: A standard approach for pose determination in the field of medical image computing (e.g., X-Ray/CTcomputed tomography, X-Ray/MR-magnetic resonance imaging  ... 
doi:10.1007/978-3-642-35740-4_23 fatcat:y2lqjxfzu5f6vfjzm5f47wcmna

2014 Index IEEE Transactions on Medical Imaging Vol. 33

2014 IEEE Transactions on Medical Imaging  
., +, TMI June 2014 1290-1303 Proximal ADMM for Multi-Channel Image Reconstruction in Spectral X-ray CT.  ...  Ahmad, M., +, TMI May 2014 1119-1128 X-ray imaging Correction to "Total Variation-Stokes Strategy for Sparse-View X-ray CT Image Reconstruction" [Mar 14 749-763].  ...  MRI Upsampling Using Feature-Based Nonlocal Means Approach. Jafari-Khouzani, K., 1969 -1985 Numerical Surrogates for Human Observers in Myocardial Motion Evaluation From SPECT Images.  ... 
doi:10.1109/tmi.2014.2386278 fatcat:poarfhfto5bm5mhfl7ugwtw4xy

Construction of 3D model of knee joint motion based on MRI image registration

Lei Zhang, Zheng Wen Lai, Mohd Asif Shah
2021 Journal of Intelligent Systems  
Reconstruction and image registration based on mimics and Geomagic Studio can build a 3D model of knee joint with satisfactory morphology, which can meet the requirements of teaching, motion simulation  ...  Mimics 10.0 was used to reconstruct the bone structure, ligament, and meniscus according to the pulse diffusion-weighted imaging sequence (PDWI) and stir sequences of magnetic resonance imaging (MRI).  ...  The novel non-rigid 2D/3D registration framework is described in this article for 3D surface mesh model recovery from 2D fluoroscopic X-ray images.  ... 
doi:10.1515/jisys-2021-0161 fatcat:aa6pyr6eyngcxjvrbgvxrkuyhm

Endoscopic vs. volumetric OCT imaging of mastoid bone structure for pose estimation in minimally invasive cochlear implant surgery [article]

Max-Heinrich Laves and Sarah Latus and Jan Bergmeier and Tobias Ortmaier and Lüder A. Kahrs and Alexander Schlaefer
2019 arXiv   pre-print
However, missing depth information limits available features for a registration to preoperative CT data.  ...  The resulting volumentric images provide additional information on the shape of caveties in the bone structure, which will be useful for image-to-patient registration and to estimate the drill trajectory  ...  The images can be exploited for 2D-3D or 3D-3D image-to-patient registration with preoperative CT scans, respectively.  ... 
arXiv:1901.06490v2 fatcat:3l3gq5jiq5bprnuoyx3bmoqqiy

Front Matter: Volume 9788

2016 Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging  
using a Base 36 numbering system employing both numerals and letters.  ...  Utilization of CIDs allows articles to be fully citable as soon as they are published online, and connects the same identifier to all online and print versions of the publication.  ...  02 Alzheimer's disease imaging biomarkers using small-angle x-ray scattering 9788 03 Investigation of signal thresholding to reduce the effects of instrument noise of an EMCCD based micro-CT system 9788  ... 
doi:10.1117/12.2240426 dblp:conf/mibam/X16 fatcat:msxwbg54kbegriwgvgcw4dnzu4

Front Matter: Volume 11313

Bennett A. Landman, Ivana Išgum
2020 Medical Imaging 2020: Image Processing  
using a Base 36 numbering system employing both numerals and letters.  ...  Utilization of CIDs allows articles to be fully citable as soon as they are published online, and connects the same identifier to all online and print versions of the publication.  ...  28 An end-to-end deep learning approach for landmark detection and matching in medical images [11313-79] 11313 29 Non-rigid MRI-CT image registration with unsupervised deep-learning-based deformation  ... 
doi:10.1117/12.2570657 fatcat:be32besqknaybh6wibz7unuboa

PET/CT scanner instrumentation, challenges, and solutions

Adam M. Alessio, Paul E. Kinahan, Phillip M. Cheng, Hubert Vesselle, Joel S. Karp
2004 The Radiologic clinics of North America  
Software registration has been proved to work well for rigid body applications, such as brain imaging [8] .  ...  15 Â 24.8 15 Â 24.8 14 Â 24 PET TX modes e X-ray, 68Ge X-ray X-ray X-ray X-ray, 137Cs Bed type Double cantilever Double cantilever Fixed with sliding support Fixed with sliding support  ... 
doi:10.1016/j.rcl.2004.08.001 pmid:15488555 fatcat:6w6xpd3keffdtnows74fm5oylu

Front Matter: Volume 9784

2016 Medical Imaging 2016: Image Processing  
for statistical shape models of brain structures [9784-26] 9784 0S Robust group-wise rigid registration of point sets using t-mixture model [9784-27] 9784 0T Multi-region statistical shape model for cochlear  ...  processing of 3D medical images, with application to computed tomography restoration and denoising [9784-22] SESSION 6 SHAPE 9784 0P Landmark based shape analysis for cerebellar ataxia classification and  ...  suite for real-time 2D/3D image registration for image guided radiotherapy research [9784-154] Alexey B., 3T Thiagarajan, Jayaraman J., 12 Thompson, Paul M., 11, 1K, 1R, 3D, 3G Thomson, Louise E., 3Y  ... 
doi:10.1117/12.2240619 fatcat:kot6cogf4rf6dcjhkzdrr5gahi

Front Matter: Volume 7962

Proceedings of SPIE, Benoit M. Dawant, David R. Haynor
2011 Medical Imaging 2011: Image Processing  
The last two digits indicate publication order within the volume using a Base 36 numbering system employing both numerals and letters.  ...  Utilization of CIDs allows articles to be fully citable as soon they are published online, and connects the same identifier to all online, print, and electronic versions of the publication.  ...  (Japan) 7962 23 Evaluation of optimization methods for intensity-based 2D-3D registration in x-ray guided interventions [7962-74] I. M.  ... 
doi:10.1117/12.895486 fatcat:k5eaur5cq5aevpg2i2dgqrcsbu
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