CORRESPONDENCE MATCHING IN 3D MODELS FOR 3D HAND FITTING
Maksym Tymkovych
Kharkiv National University of Radio Electronics (Ukraine)
https://orcid.org/0000-0001-5613-1104
Oleg Avrunin
oleh.avrunin@nure.uaKharkiv National University of Radio Electronics (Ukraine)
https://orcid.org/0000-0002-6312-687X
Karina Selivanova
Kharkiv National University of Radio Electronics (Ukraine)
https://orcid.org/0000-0003-1002-0761
Alona Kolomiiets
Vinnytsia National Technical University (Ukraine)
https://orcid.org/0000-0002-7665-6247
Taras Bednarchyk
Vinnytsia Pyrohov National Medical University (Ukraine)
https://orcid.org/0000-0003-2336-4635
Saule Smailova
D.Serikbayev East Kazakhstan State Technical University (Kazakhstan)
https://orcid.org/0000-0002-8411-3584
Abstract
Upper limb prosthetic is an area of medical research and development that aims to restore functionality and improve the quality of life of people affected by the loss of one or both upper limbs. The development and implementation of 3D scanning tools and analysis of 3D scanning data requires the use of specialized analysis methods that ensure the achievement of the required indicators. It should take into account the impact of the model resolution on the result. This paper is devoted to the analysis of finding matches between a point cloud of a hand model and another point cloud using Gromov-Wasserstein distance. For analysis, a subset of the MANO dataset was employed, containing a substantial volume of data and serving as a representative sample of the human population. The results obtained indicate the possibility of using this approach in the processing and analysis of three-dimensional data, which serves as one of the stages of designing individualized prostheses.
Keywords:
health care, medical technology, physical rehabilitation, 3D modeling, correspondence matchingReferences
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Authors
Maksym TymkovychKharkiv National University of Radio Electronics Ukraine
https://orcid.org/0000-0001-5613-1104
Authors
Oleg Avruninoleh.avrunin@nure.ua
Kharkiv National University of Radio Electronics Ukraine
https://orcid.org/0000-0002-6312-687X
Authors
Karina SelivanovaKharkiv National University of Radio Electronics Ukraine
https://orcid.org/0000-0003-1002-0761
Authors
Alona KolomiietsVinnytsia National Technical University Ukraine
https://orcid.org/0000-0002-7665-6247
Authors
Taras BednarchykVinnytsia Pyrohov National Medical University Ukraine
https://orcid.org/0000-0003-2336-4635
Authors
Saule SmailovaD.Serikbayev East Kazakhstan State Technical University Kazakhstan
https://orcid.org/0000-0002-8411-3584
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