Complex-Valued Holographic Radiance Fields
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arXiv
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| Main Authors: | , , , |
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| Format: | Preprint |
| Published: |
2025
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| Subjects: | |
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| _version_ | 1866911544759025664 |
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| author | Zhan, Yicheng Shin, Dong-Ha Baek, Seung-Hwan Akşit, Kaan |
| author_facet | Zhan, Yicheng Shin, Dong-Ha Baek, Seung-Hwan Akşit, Kaan |
| contents | Modeling wave properties of light is an important milestone for advancing physically-based rendering. In this paper, we propose complex-valued holographic radiance fields, a method that optimizes scenes without relying on intensity-based intermediaries. By leveraging multi-view images, our method directly optimizes a scene representation using complex-valued Gaussian primitives representing amplitude and phase values aligned with the scene geometry. Our approach eliminates the need for computationally expensive holographic rendering that typically utilizes a single view of a given scene. This accelerates holographic rendering speed by 30x-10,000x while achieving on-par image quality with state-of-the-art holography methods, representing a promising step towards bridging the representation gap between modeling wave properties of light and 3D geometry of scenes. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2506_08350 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Complex-Valued Holographic Radiance Fields Zhan, Yicheng Shin, Dong-Ha Baek, Seung-Hwan Akşit, Kaan Graphics Computer Vision and Pattern Recognition Emerging Technologies Modeling wave properties of light is an important milestone for advancing physically-based rendering. In this paper, we propose complex-valued holographic radiance fields, a method that optimizes scenes without relying on intensity-based intermediaries. By leveraging multi-view images, our method directly optimizes a scene representation using complex-valued Gaussian primitives representing amplitude and phase values aligned with the scene geometry. Our approach eliminates the need for computationally expensive holographic rendering that typically utilizes a single view of a given scene. This accelerates holographic rendering speed by 30x-10,000x while achieving on-par image quality with state-of-the-art holography methods, representing a promising step towards bridging the representation gap between modeling wave properties of light and 3D geometry of scenes. |
| title | Complex-Valued Holographic Radiance Fields |
| topic | Graphics Computer Vision and Pattern Recognition Emerging Technologies |
| url | https://arxiv.org/abs/2506.08350 |