Research map / 3D vision / NeRF and radiance fields
Stereo Radiance Fields (SRF): Learning View Synthesis for Sparse Views of Novel Scenes
Check your idea against 108,967 papers
AI-extracted summary. Written by AI from the paper's title only (no summary yet). Numbers and claims can be wrong or missing context, so check the paper before you cite or build on it.
Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Fine-tune SRF on the 10 test views (ablation) | SRF · DTU Birds | PSNR: 23.36 -> 24.97 | Helped |
| Fine-tune SRF on the 10 test views (ablation) | SRF · DTU Buildings | PSNR: 17.22 -> 19.71 | Helped |
| Fine-tune SRF on the 10 test views (ablation) | SRF · DTU Rabbit | PSNR: 18.79 -> 18.06 | Hurt |
| Fine-tune SRF on the 10 test views (ablation) | SRF · DTU Detergent | PSNR: 16.75 -> 16.97 | Helped |
| Fine-tune SRF on the 10 test views (ablation) | SRF · DTU Birds | SSIM: 0.65 -> 0.72 | Helped |
| Fine-tune SRF on the 10 test views (ablation) | SRF · DTU Buildings | SSIM: 0.57 -> 0.70 | Helped |
| Fine-tune SRF on the 10 test views (ablation) | SRF · DTU Rabbit | SSIM: 0.48 -> 0.55 | Helped |
| Fine-tune SRF on the 10 test views (ablation) | SRF · DTU Detergent | SSIM: 0.48 -> 0.60 | Helped |
| Fine-tune SRF on the 10 test views (ablation) | SRF · DTU Birds | LPIPS: 0.35 -> 0.27 | Helped |
| Fine-tune SRF on the 10 test views (ablation) | SRF · DTU Buildings | LPIPS: 0.29 -> 0.18 | Helped |
| Fine-tune SRF on the 10 test views (ablation) | SRF · DTU Rabbit | LPIPS: 0.49 -> 0.40 | Helped |
| Fine-tune SRF on the 10 test views (ablation) | SRF · DTU Detergent | LPIPS: 0.48 -> 0.37 | Helped |
Closest papers by meaning
- RegNeRF: Regularizing Neural Radiance Fields for View Synthesis From Sparse Inputs (CVPR 2022 · similarity 0.91)
- 3D Reconstruction with Generalizable Neural Fields using Scene Priors (ICLR 2024 · similarity 0.90)
- ColNeRF: Collaboration for Generalizable Sparse Input Neural Radiance Field (AAAI 2024 · similarity 0.90)
- Learning Robust Generalizable Radiance Field with Visibility and Feature Augmented Point Representation (ICLR 2024 · similarity 0.90)
- Few-Shot Neural Radiance Fields under Unconstrained Illumination (AAAI 2024 · similarity 0.89)
- NeRFPrior: Learning Neural Radiance Field as a Prior for Indoor Scene Reconstruction (CVPR 2025 · similarity 0.89)
Writing a paper in this area? scime draft is a free LaTeX editor with AI included, real-time co-authors and a check of your references and venue rules before you submit. It also imports OpenAI Prism projects.