A Bio-Inspired Strategy for 3D Surface Reconstruction of Unstructured Scenes Applied to Medical Images

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dc.contributor.authorBOUZON, M.
dc.contributor.authorALBERTINI, G.
dc.contributor.authorVIANA, G.
dc.contributor.authorMEDEIROS, G.
dc.contributor.authorPaulo Rodrigues
dc.date.accessioned2022-01-12T21:56:13Z
dc.date.available2022-01-12T21:56:13Z
dc.date.issued2019-09-05
dc.description.abstract© 2019 IEEE.The use of 3D reconstruction, along with immersive technologies, is a technique used in several areas of research and development. Currently, the most common strategy for performing this type of reconstruction is using a stereoscopic camera model. The problem worsens when the challenge involves unstructured scenes, which are scenes that have an ill-defined cognitive architecture. The present work proposes a methodology for 3D reconstruction of unstructured surfaces using monocular cameras. Thus, modern AI techniques, Computer Vision and Computer Graphics techniques have been applied to solve this problem. The experiments performed in this work can be concluded that the proposed method can reconstruct structured scenes with a hit rate between 63% and 68%, depending on the number of thresholds used in the segmentation, thus being superior to the classical method, where the extraction of points is done over the original image without any pre-processing.
dc.description.firstpage89
dc.description.lastpage95
dc.identifier.citationBOUZON, M.; ALBERTINI, G.; VIANA, G.; MEDEIROS, G.; RODRIGUES, P. A Bio-Inspired Strategy for 3D Surface Reconstruction of Unstructured Scenes Applied to Medical Images. Proceedings - 15th Workshop of Computer Vision, WVC 2019, p. 89-95, sept. 2019.
dc.identifier.doi10.1109/WVC.2019.8876954
dc.identifier.urihttps://repositorio.fei.edu.br/handle/FEI/3709
dc.relation.ispartofProceedings - 15th Workshop of Computer Vision, WVC 2019
dc.rightsAcesso Restrito
dc.subject.otherlanguage3D reconstruction
dc.subject.otherlanguageImage Segmentation
dc.subject.otherlanguageMedical Images
dc.subject.otherlanguageSIFT
dc.subject.otherlanguageUnstructured surfaces
dc.titleA Bio-Inspired Strategy for 3D Surface Reconstruction of Unstructured Scenes Applied to Medical Images
dc.typeArtigo de evento
fei.scopus.citations0
fei.scopus.eid2-s2.0-85074895527
fei.scopus.subject3D reconstruction
fei.scopus.subject3D surface reconstruction
fei.scopus.subjectClassical methods
fei.scopus.subjectCognitive architectures
fei.scopus.subjectImmersive technologies
fei.scopus.subjectResearch and development
fei.scopus.subjectSIFT
fei.scopus.subjectStereoscopic camera
fei.scopus.updated2024-05-01
fei.scopus.urlhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85074895527&origin=inward
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