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Distribution Fields with Adaptive Kernels for Large Displacement Image Alignment

Benjamin Mears, Laura Sevilla-Lara, Erik Learned-Miller
<span title="">2013</span> <i title="British Machine Vision Association"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/6bfo5625nvdfvbgyf7ldi5wmfe" style="color: black;">Procedings of the British Machine Vision Conference 2013</a> </i> &nbsp;
When the transformation is large, the image should be smoothed more than when the transformation is small.  ...  We address convergence issues related to the choice of smoothing parameters by deriving a Gauss-Newton gradient descent algorithm based on distribution fields (DFs) and proposing a method to dynamically  ...  Distribution Fields In this section, we review distribution fields (DFs) [21] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5244/c.27.17">doi:10.5244/c.27.17</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/bmvc/MearsSL13.html">dblp:conf/bmvc/MearsSL13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4vzytw2qlzf3hm6l54n7juu744">fatcat:4vzytw2qlzf3hm6l54n7juu744</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720045031/http://www.bmva.org/bmvc/2013/Papers/paper0017/paper0017.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f7/f4/f7f4d5d45c7c6a03a15e0939fe1fc3b3e825c619.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5244/c.27.17"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Local Structure Matching Driven by Joint-Saliency-Structure Adaptive Kernel Regression [article]

Binjie Qin, Zhuangming Shen, Zien Zhou, Jiawei Zhou, Jiuai Sun, Hui Zhang, Mingxing Hu, Yisong Lv
<span title="2013-04-15">2013</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The experimental results demonstrate that by using local JSS adaptive kernel regression, the proposed method achieves almost the best performance in alignment of all challenging image pairs with outlier  ...  The kernel function of the kernel regression adapts its shape and orientation to the reference image's structure to gather more deformation vector samples of the same structure for the iterative regression  ...  Warfield for providing MR brain images, E. Suarez-Santana for opening the source code in ITK project and Katerina Fragkiadaki for opening the souce code of large displacement optical flow.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1302.0494v4">arXiv:1302.0494v4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4d7lgpayqrg57egkpwibi5lp3i">fatcat:4d7lgpayqrg57egkpwibi5lp3i</a> </span>
<a target="_blank" rel="noopener" href="https://archive.org/download/arxiv-1302.0494/1302.0494.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> File Archive [PDF] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1302.0494v4" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Scale Selection of Adaptive Kernel Regression by Joint Saliency Map for Nonrigid Image Registration [article]

Zhuangming Shen, Jiuai Sun, Hui Zhang, Binjie Qin
<span title="2013-04-03">2013</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The experimental results demonstrate better accuracy of our method in aligning two images with missing correspondence and local large deformation than the state-of-the-art methods.  ...  Therefore, we can adaptively select the sample size of sparse deformation vectors to reconstruct the dense deformation vectors for accurately matching the every local structures in the two images.  ...  Warfield for providing MR brain images, E. Suarez-Santana for opening the source code in ITK project, R. Achanta and et al.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1303.0479v2">arXiv:1303.0479v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/htiq7rsjurahloh27tf6cxajxe">fatcat:htiq7rsjurahloh27tf6cxajxe</a> </span>
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Structure matching driven by joint-saliency-structure adaptive kernel regression

Binjie Qin, Zhuangming Shen, Zien Zhou, Jiawei Zhou, Yisong Lv
<span title="">2016</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/spnlkxfb7fevrarnlb7rv32roy" style="color: black;">Applied Soft Computing</a> </i> &nbsp;
In this paper, we define structure matching as an iterative local adaptive kernel regression which locally reconstructs moving image's dense deformation fields from the discrete displacement fields computed  ...  The JSS adaptive kernel regression adapts anisotropic kernel's shape and orientation to reference image's structure and weights more contribution from JSS's displacement vectors for the iterative regression  ...  desired dense deformation fields in the 235 moving windows (kernel) Ω with independent and identically distributed zero 236 mean noise ε i = ε (x i ).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.asoc.2015.10.035">doi:10.1016/j.asoc.2015.10.035</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nbqyc5ycwvejbid3wcewrx6d4y">fatcat:nbqyc5ycwvejbid3wcewrx6d4y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200318142609/http://www.escience.cn/system/download/75309" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/2d/3f/2d3fe86585c9fecaea8e718979f516499cd62df7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.asoc.2015.10.035"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Adaptive anisotropic regularization of deformation fields for non-rigid registration using the morphon framework

Daniel Forsberg, Mats Andersson, Hans Knutsson
<span title="">2010</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rc5jnc4ldvhs3dswicq5wk3vsq" style="color: black;">2010 IEEE International Conference on Acoustics, Speech and Signal Processing</a> </i> &nbsp;
In addition to the primary task of image alignment, the deformation field is valuable when studying structural/volumetric changes in the brain.  ...  It is based on an adaptive anisotropic regularizer and its usefulness is demonstrated by two examples, one synthetic and one with real MRI data from a pre-and post-op situation with normal pressure hydrocephalus  ...  The adaptive regularizer (g adap ) was compared with using either only g small or g large as regularizing kernel.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icassp.2010.5495704">doi:10.1109/icassp.2010.5495704</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icassp/ForsbergAK10.html">dblp:conf/icassp/ForsbergAK10</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gw2pusrdtnaerbkdhb2njjhpca">fatcat:gw2pusrdtnaerbkdhb2njjhpca</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922020148/http://liu.diva-portal.org/smash/get/diva2:318762/FULLTEXT01.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/17/24/1724e82b89e6244925f5ffa1eaf7cff189159168.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icassp.2010.5495704"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Deformable Image Registration Using a Cue-Aware Deep Regression Network

Xiaohuan Cao, Jianhua Yang, Jun Zhang, Qian Wang, Pew-Thian Yap, Dinggang Shen
<span title="">2018</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nrcoa2vuhjcvfctty6zgus57um" style="color: black;">IEEE Transactions on Biomedical Engineering</a> </i> &nbsp;
Specifically, given a set of training images, our method learns the displacement vector associated with a pair of reference-subject patches.  ...  Methods: Our method learns and predicts the deformation field between a reference image and a subject image.  ...  with two reasons: (1) extremely large displacements are rare in real-world image registration problem; (2) learning a very large displacement is inefficient and requires very large input patch.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tbme.2018.2822826">doi:10.1109/tbme.2018.2822826</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/29993391">pmid:29993391</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6178830/">pmcid:PMC6178830</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/n5j5u3sda5bahhhol3otsii6ny">fatcat:n5j5u3sda5bahhhol3otsii6ny</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200429054846/http://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC6178830&amp;blobtype=pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e6/a2/e6a2f2f3051afeb7916767152d5fd784575680f4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tbme.2018.2822826"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6178830" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

GIFTed Demons: deformable image registration with local structure-preserving regularization using supervoxels for liver applications

Bartłomiej W. Papież, James M. Franklin, Mattias P. Heinrich, Fergus V. Gleeson, Michael Brady, Julia A. Schnabel
<span title="2018-04-04">2018</span> <i title="SPIE-Intl Soc Optical Eng"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/j3czr3qjj5cqnfkjzwhi6ttvay" style="color: black;">Journal of Medical Imaging</a> </i> &nbsp;
More precisely, we replace Gaussian smoothing by fast, structure-preserving, guided filtering to provide efficient, locally adaptive regularization of the estimated displacement field.  ...  Deformable image registration, a key component of motion correction in medical imaging, needs to be efficient and provides plausible spatial transformations that reliably approximate biological aspects  ...  Pace (MIT Computer Science & Artificial Intelligence Lab) for providing the additional 4-D liver CT patient annotations.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1117/1.jmi.5.2.024001">doi:10.1117/1.jmi.5.2.024001</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/29662918">pmid:29662918</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC5886381/">pmcid:PMC5886381</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ulgejw2uknc5zjeidvh4qau7lq">fatcat:ulgejw2uknc5zjeidvh4qau7lq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190227221853/http://pdfs.semanticscholar.org/9752/5a800e15716bf961fc8f594e0471ef3c1bf6.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/97/52/97525a800e15716bf961fc8f594e0471ef3c1bf6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1117/1.jmi.5.2.024001"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5886381" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Adaptive Regularization of Ill-Posed Problems: Application to Non-rigid Image Registration [article]

Andriy Myronenko, Xubo Song
<span title="2009-06-17">2009</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We constrain the prior distribution to be a Gauss-Markov random field (GMRF), which allows us to solve for the prior distribution analytically and provides a fast optimization algorithm.  ...  We introduce an adaptive regularization approach. In contrast to conventional Tikhonov regularization, which specifies a fixed regularization operator, we estimate it simultaneously with parameters.  ...  I and J, and u is a displacement field that aligns J onto I.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/0906.3323v1">arXiv:0906.3323v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4eb4yfu22bfx5gkdxwo4qsbgqe">fatcat:4eb4yfu22bfx5gkdxwo4qsbgqe</a> </span>
<a target="_blank" rel="noopener" href="https://archive.org/download/arxiv-0906.3323/0906.3323.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> File Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/03/c9/03c95e53f214952885fb04f6eb4feb02e0c8807e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/0906.3323v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Image registration using radial basis functions with adaptive radius

Nadezhda Shusharina, Gregory Sharp
<span title="2012-10-08">2012</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4xxxfsh2pjc4nhsa3qijpqv6zy" style="color: black;">Medical Physics (Lancaster)</a> </i> &nbsp;
We also tested the method on medical use cases that show that it is potentially advantageous for initial registration of images with large spatial dislocations.  ...  The method is based on matching landmarks using radial basis functions (RBF) with adaptive radius.  ...  This work is part of the National Alliance for Medical Image Computing (NA-MIC), funded by the National Institutes of Health through the NIH Roadmap for Medical Research, Grant No. 2-U54EB005149-06.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1118/1.4756932">doi:10.1118/1.4756932</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/23127049">pmid:23127049</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC3482254/">pmcid:PMC3482254</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nuoztzsy35eb3psg2lxk7fbcmm">fatcat:nuoztzsy35eb3psg2lxk7fbcmm</a> </span>
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Nonrigid registration of medical image based on adaptive local structure tensor and normalized mutual information

Tiejun Yang, Qi Tang, Lei Li, Jikun Song, Chunhua Zhu, Lu Tang
<span title="2019-05-23">2019</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tb6ytx3735fnnhyqltxc6yayym" style="color: black;">Journal of Applied Clinical Medical Physics</a> </i> &nbsp;
The simulated brain image with single-modality and multimodality are used for registration validation experiments.  ...  In this paper, a novel intensity-based similarity measure combining normalized mutual information with spatial information for nonrigid medical image registration is proposed.  ...  Compared with the GD method, the ALST-NMI measure has obvious improvement for large displacement error, the pixels with error of 1 cm decreases from 2.88% to 0.22%.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/acm2.12612">doi:10.1002/acm2.12612</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/31124248">pmid:31124248</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6560247/">pmcid:PMC6560247</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mcputupjm5girmdxdup2fgu3eq">fatcat:mcputupjm5girmdxdup2fgu3eq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200504211031/http://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC6560247&amp;blobtype=pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5f/c5/5fc5a14acf5810558b467f6d45546a80009104db.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/acm2.12612"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> wiley.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6560247" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Closing the Gap between Deep and Conventional Image Registration using Probabilistic Dense Displacement Networks [article]

Mattias P. Heinrich
<span title="2019-07-25">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We propose to design a network with approximate min-convolutions and mean field inference for differentiable displacement regularisation within a discrete weakly-supervised registration setting.  ...  We address this shortcoming by leveraging ideas from probabilistic dense displacement optimisation that has excelled in many registration tasks with large deformations.  ...  Next, a very large 441(+32) × 256 × 3 × 3 kernel is learned (followed by further convolutions) that disregards the explicit 4D geometry of the displacement space.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1907.10931v1">arXiv:1907.10931v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bfnkraguo5erzpne4dfvgoh6ku">fatcat:bfnkraguo5erzpne4dfvgoh6ku</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200911141331/https://arxiv.org/pdf/1907.10931v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f8/b1/f8b1dade14eba8b72debbed16713c2dfc9e27f7e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1907.10931v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

A deep learning approach for accurate estimation of spatially-varying and depth-dependent defocus kernels

Yanpeng Cao, Zhangyu Ye, Yanlong Cao, Zewei He, Jiangxin Yang, Michael Ying Yang, Christel-loic Tisse
<span title="2019-12-31">2019</span> <i title="The Optical Society"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cg4vcsfty5dfvgmat5wm62wgie" style="color: black;">Optics Express</a> </i> &nbsp;
A multimodal displaying/imaging system is built for capturing images projected at various depths.  ...  Based on the constructed dataset containing well-aligned in-focus, out-of-focus, and depth images, we propose a novel multi-channel residual deep network model to learn the end-to-end mapping function  ...  For this purpose, we firstly construct a dataset that contains a large number of well-aligned in-focus, out-of-focus, and depth images.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1364/oe.383127">doi:10.1364/oe.383127</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/32121920">pmid:32121920</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/u3p6g5lywbcenh7luftqfbbocy">fatcat:u3p6g5lywbcenh7luftqfbbocy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200508015619/https://ris.utwente.nl/ws/files/172320638/oe_28_2_2263.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5a/45/5a45642409d9d8f115f1535844620b6a435c4fe9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1364/oe.383127"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Fast Deformable Registration on the GPU: A CUDA Implementation of Demons

Pinar Muyan-Ozcelik, John D. Owens, Junyi Xia, Sanjiv S. Samant
<span title="">2008</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7lweieap4bfx3n6tc4saic26ca" style="color: black;">2008 International Conference on Computational Sciences and Its Applications</a> </i> &nbsp;
In the medical imaging field, we need fast deformable registration methods especially in intra-operative settings characterized by their time-critical applications.  ...  We implemented Demons, a widely used deformable image registration algorithm, on NVIDIA's Quadro FX 5600 GPU with the Compute Unified Device Architecture (CUDA) programming environment.  ...  Demons takes two images as inputs and produces the displacement field which indicates the transformations that should be applied to pixels of one of the images so that it can be aligned with the other  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iccsa.2008.22">doi:10.1109/iccsa.2008.22</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/iccsa/Muyan-OzcelikOXS08.html">dblp:conf/iccsa/Muyan-OzcelikOXS08</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6ehyabhzdrddjnvvikw6v72p74">fatcat:6ehyabhzdrddjnvvikw6v72p74</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200312193650/https://escholarship.org/content/qt7fv9s4s4/qt7fv9s4s4.pdf?t=ptt3ti" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/37/93/379380430b0322766c838b3d2d962b32e672bd8b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iccsa.2008.22"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Registration of vascular structures using a hybrid mixture model

Siming Bayer, Zhiwei Zhai, Maddalena Strumia, Xiaoguang Tong, Ying Gao, Marius Staring, Berend Stoel, Rebecca Fahrig, Arya Nabavi, Andreas Maier, Nishant Ravikumar
<span title="2019-06-07">2019</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ohr6juw5xrcrzgnsati6eq3edq" style="color: black;">International Journal of Computer Assisted Radiology and Surgery</a> </i> &nbsp;
This makes it useful as a descriptor for feature-driven image registration in various clinical applications.  ...  for the latter.  ...  Acknowledgements AM and NR were supported by the Emerging Fields Initiative project BIG-THERA, ZZ is supported by China Scholarship Council scholarship no. 201406120046.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11548-019-02007-y">doi:10.1007/s11548-019-02007-y</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/31175535">pmid:31175535</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/y2wxyedgevbfvky5vtgxaevify">fatcat:y2wxyedgevbfvky5vtgxaevify</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201103052924/http://eprints.whiterose.ac.uk/149277/16/Bayer-2019.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f9/42/f94236335ed3c199644d4e02aaf382e3d743cf71.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11548-019-02007-y"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Efficient deformable registration of multi-resolution surfel maps for object manipulation skill transfer

Jorg Stuckler, Sven Behnke
<span title="">2014</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nytnrt3gtzbixld5r6a4talbky" style="color: black;">2014 IEEE International Conference on Robotics and Automation (ICRA)</a> </i> &nbsp;
Our method provides a dense deformation field between the current image and an object model which allows for estimating local rigid transformations on the object's surface.  ...  the deformation field.  ...  In the M-step, the latest estimate q for the distribution over component associations is held fixed to optimize for the displacement field v and standard deviation σ { v, σ} = arg max v,σ L(q, v, σ) (5  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icra.2014.6906975">doi:10.1109/icra.2014.6906975</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icra/StucklerB14.html">dblp:conf/icra/StucklerB14</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qehzdr3ytne4ti6din2vd43udm">fatcat:qehzdr3ytne4ti6din2vd43udm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190728050926/http://www.ais.uni-bonn.de:80/papers/ICRA_2014_Stueckler.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d1/fa/d1fa66984966f26400eec910ef7d2f8dfb2445cd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icra.2014.6906975"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>
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