الملخص
Tiled 3D Gaussian Splatting rasterizers often use one scene-wide contribution cutoff for tile enumeration, although content differs in its sensitivity to support truncation. TileSkipper selects a static per-Gaussian cutoff policy for a frozen checkpoint. Calibration renders measure candidate pair savings and an isolated-removal distortion proxy that accounts for front transmittance and background color. The method allocates cutoffs across 64 Gaussian groups and accepts policies only after complete renders on disjoint selection views. The exported policy uses one byte per Gaussian, with no parameter updates, additional kernel, or per-frame policy inference. Across 13 scenes from Mip-NeRF 360, Tanks & Temples, and Deep Blending, a fixed-policy AccuTile sweep gives dataset-macro speedups of $1.088\times$ at standard resolution and $1.238\times$ at 3840 pixels wide, with $-0.007/-0.023$ dB mean PSNR change. Six integrations with existing opacity-aware bounds yield $1.009\times$--$1.121\times$ compiler-only speedups. For four ports from $3σ$ rasterizers, we separately attribute the prior exact-bound transition and our incremental gain. Matched-quality ablations show modest gains over scene-global calibration and parity with per-Gaussian control; the standalone comparison with AdaGScale is regime-dependent.
الكلمات المفتاحية
الموضوع
بيانات النشر
- المجلة
- غير متاح
- وصول مفتوح
- وصول مفتوح أخضر
اقتبس هذه المقالة
APA 7
Li, J., Lee, Y. J., Fan, D., Yadav, A. K., Peng, C., & Chellappa, R. (2026). TileSkipper: Region-Adaptive Tile Pruning for 3D Gaussian Splatting. https://omanscience.com/ar/articles/tileskipper-region-adaptive-tile-pruning-for-3d-gaussian-splatting
MLA 9
Li, Jingxing, et al. "TileSkipper: Region-Adaptive Tile Pruning for 3D Gaussian Splatting." https://omanscience.com/ar/articles/tileskipper-region-adaptive-tile-pruning-for-3d-gaussian-splatting.
شيكاغو (المؤلف–التاريخ)
Li, Jingxing, Yong Jae Lee, Deliang Fan, Abhay Kumar Yadav, Cheng Peng, and Rama Chellappa. 2026. "TileSkipper: Region-Adaptive Tile Pruning for 3D Gaussian Splatting." https://omanscience.com/ar/articles/tileskipper-region-adaptive-tile-pruning-for-3d-gaussian-splatting.
هارفارد
Li, J., Lee, Y. J., Fan, D., Yadav, A. K., Peng, C. and Chellappa, R. (2026) 'TileSkipper: Region-Adaptive Tile Pruning for 3D Gaussian Splatting', Available at: https://omanscience.com/ar/articles/tileskipper-region-adaptive-tile-pruning-for-3d-gaussian-splatting.
فانكوفر
Li J, Lee YJ, Fan D, Yadav AK, Peng C, Chellappa R. TileSkipper: Region-Adaptive Tile Pruning for 3D Gaussian Splatting. https://omanscience.com/ar/articles/tileskipper-region-adaptive-tile-pruning-for-3d-gaussian-splatting
IEEE
J. Li, Y. J. Lee, D. Fan, A. K. Yadav, C. Peng, and R. Chellappa, "TileSkipper: Region-Adaptive Tile Pruning for 3D Gaussian Splatting," https://omanscience.com/ar/articles/tileskipper-region-adaptive-tile-pruning-for-3d-gaussian-splatting.