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Hubless 3D Medical Image Bundle Registration

Rémi Agier, Sébastien Valette, Laurent Fanton, Pierre Croisille, Rémy Prost
<span title="">2016</span> <i title="SCITEPRESS - Science and and Technology Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tyl5kfigejfehnouax7r3tii24" style="color: black;">Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications</a> </i> &nbsp;
We propose a hubless medical image registration scheme, able to conjointly register massive amounts of images.  ...  Exploiting 3D points of interest combined with global optimization, our algorithm allows partial matches, does not need any prior information (full body image as a central patient model) and exhibits very  ...  So, when one wants to deal with large medical image datasets, an initial Figure 1 : Mass 3D image registration. (Top) a bundle of heterogeneous images arranged according to DICOM embeded data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5220/0005666702650272">doi:10.5220/0005666702650272</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/visapp/AgierVFCP16.html">dblp:conf/visapp/AgierVFCP16</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5qra4bkqknaejmmkry54focmyq">fatcat:5qra4bkqknaejmmkry54focmyq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190502220524/https://hal.archives-ouvertes.fr/hal-01284240/document" 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/17/6d/176d1ed6ef33787eb31a88075b8952b77440ba88.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5220/0005666702650272"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Hubless keypoint-based 3D deformable groupwise registration [article]

Rémi Agier, Sébastien Valette, Razmig Kéchichian, Laurent Fanton, Rémy Prost
<span title="2019-05-06">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We present a novel algorithm for Fast Registration Of image Groups (FROG), applied to large 3D image groups.  ...  Our approach extracts 3D SURF keypoints from images, computes matched pairs of keypoints and registers the group by minimizing pair distances in a hubless way i.e. without computing any central mean image  ...  Bundle Adjustment Bundle adjustment (BA) is a class of computer vision approaches which allows to reconstruct a unique 3D scene from multiple 2D views by back projection of keypoints in the 3D scene and  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1809.03951v2">arXiv:1809.03951v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/h456kdvbpjb4zbchzguw43oehq">fatcat:h456kdvbpjb4zbchzguw43oehq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200929124931/https://arxiv.org/pdf/1809.03951v2.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/92/e5/92e5a75627efce30c6562d5990ec5fb94812e2bb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1809.03951v2" 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>