Multi-modal 3D Image Registration Using Interactive Voxel Grid Deformation and Rendering

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dc.contributor.authorRichard, Thomasen_US
dc.contributor.authorChastagnier, Yanen_US
dc.contributor.authorSzabo, Vivienen_US
dc.contributor.authorChalard, Kevinen_US
dc.contributor.authorSumma, Brianen_US
dc.contributor.authorThiery, Jean-Marcen_US
dc.contributor.authorBoubekeur, Tamyen_US
dc.contributor.authorFaraj, Nouraen_US
dc.contributor.editorRenata G. Raidouen_US
dc.contributor.editorBjörn Sommeren_US
dc.contributor.editorTorsten W. Kuhlenen_US
dc.contributor.editorMichael Kroneen_US
dc.contributor.editorThomas Schultzen_US
dc.contributor.editorHsiang-Yun Wuen_US
dc.date.accessioned2022-09-19T11:46:32Z
dc.date.available2022-09-19T11:46:32Z
dc.date.issued2022
dc.description.abstractWe introduce a novel multi-modal 3D image registration framework based on 3D user-guided deformation of both volume's shape and intensity values. Being able to apply deformations in 3D gives access to a wide new range of interactions allowing for the registration of images from any acquisition method and of any organ, complete or partial. Our framework uses a state of the art 3D volume rendering method for real-time feedback on the registration accuracy as well as the image deformation. We propose a novel methodological variation to accurately display 3D segmented voxel grids, which is a requirement in a registration context for visualizing a segmented atlas. Our pipeline is implemented in an open-source software (available via GitHub) and was directly used by biologists for registration of mouse brain model autofluorescence acquisition on the Allen Brain Atlas. The latter mapping allows them to retrieve regions of interest properly identified on the segmented atlas in acquired brain datasets and therefore extract only high-resolution images of those areas, avoiding the creation of images too large to be processed.en_US
dc.description.sectionheadersSegmentation, Registration, and Networks
dc.description.seriesinformationEurographics Workshop on Visual Computing for Biology and Medicine
dc.identifier.doi10.2312/vcbm.20221191
dc.identifier.isbn978-3-03868-177-9
dc.identifier.issn2070-5786
dc.identifier.pages93-97
dc.identifier.pages5 pages
dc.identifier.urihttps://doi.org/10.2312/vcbm.20221191
dc.identifier.urihttps://diglib.eg.org:443/handle/10.2312/vcbm20221191
dc.publisherThe Eurographics Associationen_US
dc.rightsAttribution 4.0 International License
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.titleMulti-modal 3D Image Registration Using Interactive Voxel Grid Deformation and Renderingen_US
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VCBM 2022: Eurographics Workshop on Visual Computing for Biology and Medicine