Low Dose X Ray Ct Reconstruction On X3D
评估指标
PSNR
SSIM
评测结果
各个模型在此基准测试上的表现结果
模型名称 | PSNR | SSIM | Paper Title | Repository |
|---|---|---|---|---|
| ASD-POCS | 32.32 | 0.9400 | Structure-Aware Sparse-View X-ray 3D Reconstruction | |
| SAX-NeRF | 37.25 | 0.9753 | Structure-Aware Sparse-View X-ray 3D Reconstruction | |
| NeRF | 32.15 | 0.9354 | NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis | |
| InTomo | 30.29 | 0.9189 | IntraTomo: Self-Supervised Learning-Based Tomography via Sinogram Synthesis and Prediction | |
| TensoRF | 33.78 | 0.9387 | TensoRF: Tensorial Radiance Fields | |
| NeAT | 33.41 | 0.9447 | NeAT: Neural Adaptive Tomography | |
| SART | 32.33 | 0.9342 | Structure-Aware Sparse-View X-ray 3D Reconstruction | |
| FDK | 25.12 | 0.6422 | Structure-Aware Sparse-View X-ray 3D Reconstruction | |
| NAF | 34.76 | 0.9535 | NAF: Neural Attenuation Fields for Sparse-View CBCT Reconstruction |
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