A method of face texture fusion based on visibility weight
In the reconstruction process from 2D images to 3D face models, texture completion still suffers from pixel blurring and color inconsistency when face images are under different perspectives. In this paper, we propose a method based on visibility weights for face texture fusion. Meanwhile, for the c...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
EDP Sciences
2023-04-01
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| Series: | Xibei Gongye Daxue Xuebao |
| Subjects: | |
| Online Access: | https://www.jnwpu.org/articles/jnwpu/full_html/2023/02/jnwpu2023412p370/jnwpu2023412p370.html |
| _version_ | 1797415084600852480 |
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| author | LIU Yang FAN Yangyu MA Haoyue LYU Guoyun LIU Shiya |
| author_facet | LIU Yang FAN Yangyu MA Haoyue LYU Guoyun LIU Shiya |
| author_sort | LIU Yang |
| collection | DOAJ |
| description | In the reconstruction process from 2D images to 3D face models, texture completion still suffers from pixel blurring and color inconsistency when face images are under different perspectives. In this paper, we propose a method based on visibility weights for face texture fusion. Meanwhile, for the complex geometric structure of the ear region where the traditional texture mapping algorithm is inapplicable, a skin color probability method with Gaussian model is used for pixel completion, and jointly optimized with the texture fusion band. Finally, we generate a complete and high-fidelity face texture model. The simulation experiment shows that the novel face texture fusion and completion method generates the perfect texture under multiple viewpoints. Our face texture model outperforms state-of-the-art techniques under the same rendering conditions. |
| first_indexed | 2024-03-09T05:42:56Z |
| format | Article |
| id | doaj.art-30db2b392ace45ef9ce901c9867cccc4 |
| institution | Directory Open Access Journal |
| issn | 1000-2758 2609-7125 |
| language | zho |
| last_indexed | 2024-03-09T05:42:56Z |
| publishDate | 2023-04-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | Xibei Gongye Daxue Xuebao |
| spelling | doaj.art-30db2b392ace45ef9ce901c9867cccc42023-12-03T12:23:26ZzhoEDP SciencesXibei Gongye Daxue Xuebao1000-27582609-71252023-04-0141237037810.1051/jnwpu/20234120370jnwpu2023412p370A method of face texture fusion based on visibility weightLIU Yang0FAN Yangyu1MA Haoyue2LYU Guoyun3LIU Shiya4School of Electronics and Information, Northwestern Polytechnical UniversitySchool of Electronics and Information, Northwestern Polytechnical UniversitySchool of Electronics and Information, Northwestern Polytechnical UniversitySchool of Electronics and Information, Northwestern Polytechnical UniversityContent Production Center of Virtual RealityIn the reconstruction process from 2D images to 3D face models, texture completion still suffers from pixel blurring and color inconsistency when face images are under different perspectives. In this paper, we propose a method based on visibility weights for face texture fusion. Meanwhile, for the complex geometric structure of the ear region where the traditional texture mapping algorithm is inapplicable, a skin color probability method with Gaussian model is used for pixel completion, and jointly optimized with the texture fusion band. Finally, we generate a complete and high-fidelity face texture model. The simulation experiment shows that the novel face texture fusion and completion method generates the perfect texture under multiple viewpoints. Our face texture model outperforms state-of-the-art techniques under the same rendering conditions.https://www.jnwpu.org/articles/jnwpu/full_html/2023/02/jnwpu2023412p370/jnwpu2023412p370.html纹理融合纹理补全人脸重建纹理映射 |
| spellingShingle | LIU Yang FAN Yangyu MA Haoyue LYU Guoyun LIU Shiya A method of face texture fusion based on visibility weight Xibei Gongye Daxue Xuebao 纹理融合 纹理补全 人脸重建 纹理映射 |
| title | A method of face texture fusion based on visibility weight |
| title_full | A method of face texture fusion based on visibility weight |
| title_fullStr | A method of face texture fusion based on visibility weight |
| title_full_unstemmed | A method of face texture fusion based on visibility weight |
| title_short | A method of face texture fusion based on visibility weight |
| title_sort | method of face texture fusion based on visibility weight |
| topic | 纹理融合 纹理补全 人脸重建 纹理映射 |
| url | https://www.jnwpu.org/articles/jnwpu/full_html/2023/02/jnwpu2023412p370/jnwpu2023412p370.html |
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