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September 10, 2025PeerJ Computer ScienceOpen Access

3D reconstruction of toys based on adaptive scaled neural radiation field

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Authors

JZJiajun ZouSLShaojiang LiuFWFeng Wang

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Overview

Proposed AS-NeRF model significantly improves texture and color representation in 3D reconstructions.

Key Points

  • AS-NeRF improves 3D reconstruction accuracy and realism, addressing detail loss and color distortion.
  • Experiments on the Co3D toy dataset show that AS-NeRF outperforms mainstream methods in PSNR and SSIM metrics.
  • The adaptive scaling mechanism in AS-NeRF optimizes rendering based on scene complexity, enhancing detail.
  • Integration of spectral sensing allows reproduction of true material colors, improving visual fidelity.

Cite This Study

Zou et al. (2025) studied this question.

synapsesocial.com/papers/68c1ae6654b1d3bfb60e6248https://doi.org/10.7717/peerj-cs.3053
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