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April 4, 2026Engineering Technology & Applied Science ResearchOpen Access

Evaluating 3D Reconstruction: A Side-by-Side Comparison of NeRF and Gaussian Splatting in Indoor and Outdoor Environments

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Authors

DRDimitar RangelovSWSierd WaandersKWKars Waanders

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Overview

Comparative evaluation reveals 3D Gaussian Splatting outperforms NeRF in reconstruction efficiency and noise reduction.

Key Points

  • This research aims to compare Neural Radiance Fields and 3D Gaussian Splatting for 3D reconstruction accuracy.
  • Analyzed indoor and outdoor environments using stabilized full-frame camera video footage.
  • Evaluated reconstruction using consistent datasets focusing on noise, detail, and processing time.
  • Both techniques produced high fidelity models, but 3D Gaussian Splatting showed superior computational efficiency and lower noise levels.

Cite This Study

Rangelov et al. (2026) studied this question.

synapsesocial.com/papers/6a226626f4540fbb2453d278https://doi.org/10.48084/etasr.16947
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