Advanced Imaging, Volume. 2, Issue 5, 055001(2025)

3D Gaussian adaptive reconstruction for Fourier light-field microscopy On the Cover

Chenyu Xu, Zhouyu Jin, Chengkang Shen, Hao Zhu, Zhan Ma, Bo Xiong*, You Zhou*, Xun Cao, and Ning Gu
References(34)

[14] Y. Zhou et al. Physics-informed ellipsoidal coordinate encoding implicit neural representation for high-resolution volumetric wide-field microscopy(2024).

[15] C. Yi et al. High-fidelity generalizable light-field reconstruction of biological dynamics with physics-informed meta neural representation(2023).

[16] F. Zhong et al. Fast in vivo deep-tissue 3D imaging with selective-illumination NIR-II light-field microscopy and aberration-corrected implicit neural representation(2025).

[17] J. Zhao et al. PNR: Physics-informed neural representation for high-resolution LFM reconstruction(2024).

[20] A. Chen et al. TensoRF: tensorial radiance fields. European Conference on Computer Vision, 333(2022).

[21] C.-Y. Lin et al. FrugalNeRF: Fast convergence for extreme few-shot novel view synthesis without learned priors, 11227(2025).

[23] R. Zha et al. R2-Gaussian: rectifying radiative gaussian splatting for tomographic reconstruction. Adv. Neural Inform. Process. Syst., 37, 44907(2025).

[24] Z. Liu et al. 4DRGS: 4D radiative gaussian splatting for efficient 3D vessel reconstruction from sparse-view dynamic DSA images(2024).

[27] S. Fridovich-Keil et al. Plenoxels: radiance fields without neural networks, 5501(2022).

[29] J. Hyung et al. Effective rank analysis and regularization for enhanced 3D Gaussian splatting(2024).

Tools

Get Citation

Copy Citation Text

Chenyu Xu, Zhouyu Jin, Chengkang Shen, Hao Zhu, Zhan Ma, Bo Xiong, You Zhou, Xun Cao, Ning Gu, "3D Gaussian adaptive reconstruction for Fourier light-field microscopy," Adv. Imaging 2, 055001 (2025)

Download Citation

EndNote(RIS)BibTexPlain Text
Save article for my favorites
Paper Information

Category: Letter

Received: Apr. 1, 2025

Accepted: Aug. 21, 2025

Published Online: Feb. 28, 2025

The Author Email: Bo Xiong (xiongbo@pku.edu.cn), You Zhou (zhouyou@nju.edu.cn)

DOI:10.3788/AI.2025.50001

Topics