OPEN-SOURCE IMAGE-BASED 3D RECONSTRUCTION PIPELINES: REVIEW, COMPARISON AND EVALUATION

48 citations as recorded by crossref.

1. Local Feature Performance Evaluation for Structure-From-Motion and Multi-View Stereo Using Simulated City-Scale Aerial Imagery K. Gao et al. 10.1109/JSEN.2020.3042810
2. SfM Flow: A comprehensive toolset for the evaluation of 3D reconstruction pipelines D. Marelli et al. 10.1016/j.softx.2021.100931
3. Impact of tessellation surface model generation process on acoustical tire features M. Leupolz et al. 10.1016/j.measurement.2023.113225
4. Interactive immersive experience: Digital technologies for reconstruction and experiencing temple of Bel using crowdsourced images and 3D photogrammetric processes N. Rihani 10.1177/14780771231168224
5. Workflow for Creating Animated Digital Replicas of Historical Clothing J. Kubišta et al. 10.1109/ACCESS.2024.3413674
6. Virtual Reality Models Based on Photogrammetric Surveys—A Case Study of the Iconostasis of the Serbian Orthodox Cathedral Church of Saint Nicholas in Sremski Karlovci (Serbia) M. Obradović et al. 10.3390/app10082743
7. Towards Open-Source Web-Based 3D Reconstruction for Non-Professionals O. Dietz & J. Grubert 10.3389/frvir.2021.786558
8. Digital 3D Technologies for Humanities Research and Education: An Overview S. Muenster 10.3390/app12052426
9. UAV Platforms and the SfM-MVS Approach in the 3D Surveys and Modelling: A Review in the Cultural Heritage Field M. Pepe et al. 10.3390/app122412886
10. Color Balance Method of Dense Point Cloud in Landslides Area Based on UAV Images C. Ren et al. 10.1109/JSEN.2022.3141936
11. An Advanced Photogrammetric Solution to Measure Apples E. Grilli et al. 10.3390/rs13193960
12. Surface Reconstruction Assessment in Photogrammetric Applications E. Nocerino et al. 10.3390/s20205863
13. Parametric design and robotic fabrication of whole timber reciprocal structures J. Geno et al. 10.1016/j.autcon.2022.104198
14. Semi-automated luminance map re-projection via high dynamic range imaging and indoor space 3-D reconstruction M. Kim & A. Tzempelikos 10.1016/j.autcon.2021.103812
15. Combining SfM and deep learning to construct 3D point cloud models of shield tunnels and Realize spatial localization of water leakages J. Qian et al. 10.1016/j.measurement.2025.117114
16. A Study on the Effects of Photogrammetry by the Camera Angle of View Using Computer Simulation K. Nakamura et al. 10.20965/jrm.2024.p0115
17. Generalized Stereo Matching Method Based on Iterative Optimization of Hierarchical Graph Structure Consistency Cost for Urban 3D Reconstruction S. Yang et al. 10.3390/rs15092369
18. Brain-Inspired Remote Sensing Interpretation: A Comprehensive Survey L. Jiao et al. 10.1109/JSTARS.2023.3247455
19. Super-Resolution Images Methodology Applied to UAV Datasets to Road Pavement Monitoring L. Inzerillo et al. 10.3390/drones6070171
20. Applying photogrammetry to reconstruct 3D luminance point clouds of indoor environments M. Kurkela et al. 10.1080/17452007.2020.1862041
21. 3-D Reconstruction of Rock Samples via Structure-From-Motion for Virtual Reality Applications: A Methodological Proposal L. Inocencio et al. 10.3390/geosciences13010005
22. Enhancing Image-Based Multiscale Heritage Recording with Near-Infrared Data E. Adamopoulos & F. Rinaudo 10.3390/ijgi9040269
23. A Robust and Versatile Pipeline for Automatic Photogrammetric-Based Registration of Multimodal Cultural Heritage Documentation A. Pamart et al. 10.3390/rs12122051
24. Efficient 3D Mapping and Modelling of Indoor Scenes with the Microsoft HoloLens: A Survey M. Weinmann et al. 10.1007/s41064-021-00163-y
25. Küçük Ölçekli Tarihi Eserlerin Fotogrametri Yöntemi ile 3B Modellenmesi ve WEB Tabanlı Görselleştirilmesi M. DÖŞ & A. YİĞİT 10.53030/tufod.1293789
26. Urban Building Mesh Polygonization Based on 1-Ring Patch and Topology Optimization L. Yan et al. 10.3390/rs13234777
27. A Quantitative Evaluation of UAV Flight Parameters for SfM-Based 3D Reconstruction of Buildings I. Jo et al. 10.3390/app15137196
28. Design of a Rapid Structure from Motion (SfM) Based 3D Reconstruction Framework Using a Team of Autonomous Small Unmanned Aerial Systems (sUAS) D. Smith & H. Sevil 10.3390/robotics11050089
29. Optimizing urban emergency response: a methodology for address management in the city of Algiers M. Khouas et al. 10.1007/s11069-024-06470-y
30. A Wide Area Multiview Static Crowd Estimation System Using UAV and 3D Training Simulator S. Shukla et al. 10.3390/rs13142780
31. Copyright Protection of 3D Digitized Artistic Sculptures by Adding Unique Local Inconspicuous Errors by Sculptors I. Vasiljević et al. 10.3390/app11167481
32. Refining the Joint 3D Processing of Terrestrial and UAV Images Using Quality Measures E. Farella et al. 10.3390/rs12182873
33. Cost-effective 3D scanning and printing technologies for outer ear reconstruction: current status G. Wersényi et al. 10.1186/s13005-023-00394-x
34. A Digital 4D Information System on the World Scale: Research Challenges, Approaches, and Preliminary Results S. Münster et al. 10.3390/app14051992
35. Comparison of sUAS Photogrammetry and TLS for Detecting Changes in Soil Surface Elevations Following Deep Tillage D. Bolkas et al. 10.1061/(ASCE)SU.1943-5428.0000346
36. Human cortical amygdala dendrites and spines morphology under open‐source three‐dimensional reconstruction procedures K. Guerra et al. 10.1002/cne.25430
37. Development of a new low-cost computer vision system for human gait analysis: A case study M. Bernal-Torres et al. 10.1177/09544119231163634
38. An Automatic Geometric Registration Method for Multi Temporal 3D Models H. Shang et al. 10.3390/app122111070
39. UBMDP: Urban Building Mesh Decoupling and Polygonization L. Yan et al. 10.1109/TGRS.2023.3288590
40. A Learning-Based Dual-Scale Enhanced Confidence for DSM Fusion in 3-D Reconstruction of Multiview Satellite Images S. Yang et al. 10.1109/JSTARS.2025.3564378
41. Advanced Diagnostics of Aircraft Structures Using Automated Non-Invasive Imaging Techniques: A Comprehensive Review K. Bardis et al. 10.3390/app15073584
42. As-built BIM reconstruction of piping systems using smartphone videogrammetry and terrestrial laser scanning Y. Xie et al. 10.1016/j.autcon.2023.105120
43. Structure from Motion-Based Mapping for Autonomous Driving: Practice and Experience A. Zhanabatyrova et al. 10.1145/3631533
44. Comprehensive evaluation of image enhancement for unsupervised image description and matching M. Lecca et al. 10.1049/iet-ipr.2020.1129
45. Representing Camera Parallax Using Gaussian Splatting in Digital Background Compositing J. Choi & T. Yoo 10.9728/dcs.2025.26.1.103
46. A PBeL for training non-experts in mobile-based photogrammetry and accurate 3-D recording of small-size/non-complex objects J. Ortiz-Sanz et al. 10.1016/j.measurement.2021.109338
47. 3D reconstruction considering calculation time reduction for linear trajectory shooting and accuracy verification with simulator K. Nakamura et al. 10.1007/s10015-022-00835-x
48. The Methodology of Virtualizing Sculptures and Drawings: A Case Study of the Virtual Depot of the Gallery of Matica Srpska M. Obradović et al. 10.3390/electronics12194157