Single-View Encoding of 3D Light Field Based on Editable Field of View Gaussian Splatting
The paper presents an efficient light field image synthesis method based on single-viewpoint images, which can directly generate high-quality light field images from single-viewpoint input images. The proposed method integrates light field image encoding with the tiled rendering technique of 3DGS. I...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2025-03-01
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| Series: | Photonics |
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| Online Access: | https://www.mdpi.com/2304-6732/12/3/279 |
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| _version_ | 1850279976830500864 |
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| author | Shizhou Shi Chaoqun Ma Jing Liu Changpei Ma Feng Zhang Xiaoyu Jiang |
| author_facet | Shizhou Shi Chaoqun Ma Jing Liu Changpei Ma Feng Zhang Xiaoyu Jiang |
| author_sort | Shizhou Shi |
| collection | DOAJ |
| description | The paper presents an efficient light field image synthesis method based on single-viewpoint images, which can directly generate high-quality light field images from single-viewpoint input images. The proposed method integrates light field image encoding with the tiled rendering technique of 3DGS. In the construction of the rendering pipeline, a viewpoint constraint strategy is adopted to optimize rendering quality, and a sub-pixel rendering strategy is implemented to improve rendering efficiency. Experimental results demonstrate that 8K light field images with 96 viewpoints can be generated in real time from end to end. The research presented in the paper provides a new approach for the real-time generation of high-resolution light field images, advancing the application of light field display technology in low-cost environments. |
| format | Article |
| id | doaj-art-e2c5e2d836da4f01aeb28fb01e3647ed |
| institution | OA Journals |
| issn | 2304-6732 |
| language | English |
| publishDate | 2025-03-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Photonics |
| spelling | doaj-art-e2c5e2d836da4f01aeb28fb01e3647ed2025-08-20T01:48:54ZengMDPI AGPhotonics2304-67322025-03-0112327910.3390/photonics12030279Single-View Encoding of 3D Light Field Based on Editable Field of View Gaussian SplattingShizhou Shi0Chaoqun Ma1Jing Liu2Changpei Ma3Feng Zhang4Xiaoyu Jiang5State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing 100876, ChinaMinistry of Education Key Laboratory for Intelligent Networks and Network Security, Faculty of Electronic and Information Engineering, Xi’an Jiaotong University, Xi’an 710049, ChinaMinistry of Education Key Laboratory for Intelligent Networks and Network Security, Faculty of Electronic and Information Engineering, Xi’an Jiaotong University, Xi’an 710049, ChinaState Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing 100876, ChinaState Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing 100876, ChinaDepartment of Information Communication, Army Academy of Armored Forces, Beijing 100072, ChinaThe paper presents an efficient light field image synthesis method based on single-viewpoint images, which can directly generate high-quality light field images from single-viewpoint input images. The proposed method integrates light field image encoding with the tiled rendering technique of 3DGS. In the construction of the rendering pipeline, a viewpoint constraint strategy is adopted to optimize rendering quality, and a sub-pixel rendering strategy is implemented to improve rendering efficiency. Experimental results demonstrate that 8K light field images with 96 viewpoints can be generated in real time from end to end. The research presented in the paper provides a new approach for the real-time generation of high-resolution light field images, advancing the application of light field display technology in low-cost environments.https://www.mdpi.com/2304-6732/12/3/2793D light field3DGSautostereoscopic displayrendering pipeline |
| spellingShingle | Shizhou Shi Chaoqun Ma Jing Liu Changpei Ma Feng Zhang Xiaoyu Jiang Single-View Encoding of 3D Light Field Based on Editable Field of View Gaussian Splatting Photonics 3D light field 3DGS autostereoscopic display rendering pipeline |
| title | Single-View Encoding of 3D Light Field Based on Editable Field of View Gaussian Splatting |
| title_full | Single-View Encoding of 3D Light Field Based on Editable Field of View Gaussian Splatting |
| title_fullStr | Single-View Encoding of 3D Light Field Based on Editable Field of View Gaussian Splatting |
| title_full_unstemmed | Single-View Encoding of 3D Light Field Based on Editable Field of View Gaussian Splatting |
| title_short | Single-View Encoding of 3D Light Field Based on Editable Field of View Gaussian Splatting |
| title_sort | single view encoding of 3d light field based on editable field of view gaussian splatting |
| topic | 3D light field 3DGS autostereoscopic display rendering pipeline |
| url | https://www.mdpi.com/2304-6732/12/3/279 |
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