Head model reconstruction and animation method using color image with depth information
The article presents a method for reconstructing and animating a digital model of a human head from a single RGBD image, a color RGB image with depth information. An approach is proposed for optimizing the parametric FLAME model using a point cloud of a face corresponding to a single RGBD image. The...
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| Format: | Article |
| Language: | English |
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Samara National Research University
2024-02-01
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| Series: | Компьютерная оптика |
| Subjects: | |
| Online Access: | https://www.computeroptics.ru/eng/KO/Annot/KO48-1/480114e.html |
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| _version_ | 1832540947839188992 |
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| author | Y.K. Kozlova V.V. Myasnikov |
| author_facet | Y.K. Kozlova V.V. Myasnikov |
| author_sort | Y.K. Kozlova |
| collection | DOAJ |
| description | The article presents a method for reconstructing and animating a digital model of a human head from a single RGBD image, a color RGB image with depth information. An approach is proposed for optimizing the parametric FLAME model using a point cloud of a face corresponding to a single RGBD image. The results of experimental studies have shown that the proposed optimization approach makes it possible to obtain a head model with more prominent features of the original face compared to optimization approaches using RGB images or the same approaches generalized to RGBD images. |
| format | Article |
| id | doaj-art-413746d7e25c482c9a8b30447669c940 |
| institution | Kabale University |
| issn | 0134-2452 2412-6179 |
| language | English |
| publishDate | 2024-02-01 |
| publisher | Samara National Research University |
| record_format | Article |
| series | Компьютерная оптика |
| spelling | doaj-art-413746d7e25c482c9a8b30447669c9402025-02-04T10:45:09ZengSamara National Research UniversityКомпьютерная оптика0134-24522412-61792024-02-0148111812210.18287/2412-6179-CO-1334Head model reconstruction and animation method using color image with depth informationY.K. Kozlova0V.V. Myasnikov1IPSI RAS – Branch of the FSRC "Crystallography and Photonics" RAS; Samara National Research UniversityIPSI RAS – Branch of the FSRC "Crystallography and Photonics" RAS; Samara National Research UniversityThe article presents a method for reconstructing and animating a digital model of a human head from a single RGBD image, a color RGB image with depth information. An approach is proposed for optimizing the parametric FLAME model using a point cloud of a face corresponding to a single RGBD image. The results of experimental studies have shown that the proposed optimization approach makes it possible to obtain a head model with more prominent features of the original face compared to optimization approaches using RGB images or the same approaches generalized to RGBD images.https://www.computeroptics.ru/eng/KO/Annot/KO48-1/480114e.html3d reconstruction3d animationvirtual realityaugmented realityflamergb imagedepth informationrgbdpoint cloud |
| spellingShingle | Y.K. Kozlova V.V. Myasnikov Head model reconstruction and animation method using color image with depth information Компьютерная оптика 3d reconstruction 3d animation virtual reality augmented reality flame rgb image depth information rgbd point cloud |
| title | Head model reconstruction and animation method using color image with depth information |
| title_full | Head model reconstruction and animation method using color image with depth information |
| title_fullStr | Head model reconstruction and animation method using color image with depth information |
| title_full_unstemmed | Head model reconstruction and animation method using color image with depth information |
| title_short | Head model reconstruction and animation method using color image with depth information |
| title_sort | head model reconstruction and animation method using color image with depth information |
| topic | 3d reconstruction 3d animation virtual reality augmented reality flame rgb image depth information rgbd point cloud |
| url | https://www.computeroptics.ru/eng/KO/Annot/KO48-1/480114e.html |
| work_keys_str_mv | AT ykkozlova headmodelreconstructionandanimationmethodusingcolorimagewithdepthinformation AT vvmyasnikov headmodelreconstructionandanimationmethodusingcolorimagewithdepthinformation |