NEURAL RADIANCE FIELDS (NERF): REVIEW AND POTENTIAL APPLICATIONS TO DIGITAL CULTURAL HERITAGE

29 citations as recorded by crossref.

1. Artificial Intelligence for Digital Heritage Innovation: Setting up a R&D Agenda for Europe S. Münster et al. https://doi.org/10.3390/heritage7020038
2. The application of generative neural radiance fields in medical imaging: A systematic review T. Kabika et al. https://doi.org/10.1002/mp.70296
3. AI-Based 3D Modeling Strategies for Civil Infrastructure: Quantitative Assessment of NeRF and Photogrammetry E. Atencio et al. https://doi.org/10.3390/s26030852
4. Object-Centric 3D Gaussian Splatting for Traditional Carving Reconstruction J. Liu et al. https://doi.org/10.3390/heritage9070287
5. SLIC-NAF: Simple Linear Iterative Clustering Segmentation-Guided Neural Attenuation Field for extremely sparse-view CBCT reconstruction H. Li et al. https://doi.org/10.1016/j.bspc.2026.109662
6. RAS-NeRF for novel view synthesis of complex reflective artifacts Y. Wang et al. https://doi.org/10.1038/s40494-025-01727-6
7. AI-Driven Style Transfer Framework Based on 3D Gaussian Splatting for Immersive Experiences K. Kim et al. https://doi.org/10.3390/app16041889
8. HoloGaussian Digital Twin: Reconstructing 3D Scenes with Gaussian Splatting for Tabletop Hologram Visualization of Real Environments T. Do et al. https://doi.org/10.3390/rs16234591
9. Cross-modal deep learning framework for 3D reconstruction and information integration of Zhejiang wood carving heritage J. Wang & H. Xu https://doi.org/10.1038/s41598-025-30042-0
10. rpcPRF: Generalizable MPI Neural Radiance Field for Satellite Camera With Single and Sparse Views T. Zhang et al. https://doi.org/10.1109/TGRS.2024.3382537
11. A Critical Analysis of NeRF-Based 3D Reconstruction F. Remondino et al. https://doi.org/10.3390/rs15143585
12. Automatic Removal of Non-Architectural Elements in 3D Models of Historic Buildings with Language Embedded Radiance Fields A. Rusnak et al. https://doi.org/10.3390/heritage7060157
13. Comparative Analysis of Novel View Synthesis and Photogrammetry for 3D Forest Stand Reconstruction and Extraction of Individual Tree Parameters G. Tian et al. https://doi.org/10.3390/rs17091520
14. Assessment of 3D Model for Photogrammetric Purposes Using AI Tools Based on NeRF Algorithm M. Pepe et al. https://doi.org/10.3390/heritage6080301
15. Neural Radiance Field-Based Visual Rendering: A Comprehensive Review M. Yao et al. https://doi.org/10.1109/TVCG.2026.3677182
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17. An Analysis of Research Trends for Using Artificial Intelligence in Cultural Heritage F. Gîrbacia https://doi.org/10.3390/electronics13183738
18. Photogrammetry-based 3D plant root imaging and phenotyping: Platforms, technologies, algorithms, and future directions P. Perocho & R. Concepcion https://doi.org/10.1016/j.atech.2025.101517
19. Semantic Enrichment of Architectural Heritage Point Clouds Using Artificial Intelligence: The Palacio de Sástago in Zaragoza, Spain M. Buldo et al. https://doi.org/10.3390/heritage7120321
20. Comparative Assessment of Neural Radiance Fields and Photogrammetry in Digital Heritage: Impact of Varying Image Conditions on 3D Reconstruction V. Croce et al. https://doi.org/10.3390/rs16020301
21. Cultural heritage preservation in the digital age, harnessing artificial intelligence for the future: a bibliometric analysis D. Harisanty et al. https://doi.org/10.1108/DLP-01-2024-0018
22. From comparison to integration: A workflow evaluation of 3D Gaussian splatting and LiDAR point cloud for modern architectural heritage Y. Yu et al. https://doi.org/10.1016/j.autcon.2025.106509
23. An Intelligent digital platform for the holistic prediction of the behavior of structures, infrastructures and cultural heritage assets and their sustainable preservation and life-cycle management, utilizing BIM, Digital Twins and Expandable AI Toolkits K. Lampropoulos et al. https://doi.org/10.12681/ta.44549
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25. An ethical framework for trustworthy Neural Rendering applied in cultural heritage and creative industries L. Stacchio et al. https://doi.org/10.3389/fcomp.2024.1459807
26. Towards Digital Twins for Cultural Heritage Musical Instruments: Geometric Documentation and Materials Analysis S. Koltsakidis et al. https://doi.org/10.3390/app16157504
27. Digital Recording of Historical Defensive Structures in Mountainous Areas Using Drones: Considerations and Comparisons L. Barazzetti et al. https://doi.org/10.3390/drones7080512
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29. Conservation Beyond Geometry: Hybrid 3D Documentation and Digital Restoration of a Byzantine Leather Bag from Rhodes E. Iakovaki et al. https://doi.org/10.3390/heritage9060238