Data underlying the BSc thesis: Application of Photogrammetry to Gaussian Splatting for mesh and texture reconstruction

DOI:10.4121/d8970e29-b0da-406e-ac69-c16df992b322.v1
The DOI displayed above is for this specific version of this dataset, which is currently the latest. Newer versions may be published in the future. For a link that will always point to the latest version, please use
DOI: 10.4121/d8970e29-b0da-406e-ac69-c16df992b322
Datacite citation style:
Kiisa, Ken J. (2024): Data underlying the BSc thesis: Application of Photogrammetry to Gaussian Splatting for mesh and texture reconstruction. Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/d8970e29-b0da-406e-ac69-c16df992b322.v1
Other citation styles (APA, Harvard, MLA, Vancouver, Chicago, IEEE) available at Datacite

Dataset

Dataset containing 8 items related to the CSE 3000 Research Project Paper titled 'Application of Photogrammetry to Gaussian Splatting for mesh and texture reconstruction':

  • Full list of final generated 3D models from Photogrammetry per model per category, stored as Wavefront '.obj' files with textures.
  • Camera path used in SIBR-based Gaussian Splatting renderer, stored as 'cameras.txt' and 'images.txt' file pair.
  • Camera metadata used in RealityCapture for image alignment, stored as '.xmp' files per input image, both with and without leading zeroes depending on image name format.
  • Logs from PSNR value calculations.
  • Logs from performed significance tests.
  • Logs from Gaussian Splatting scene training.
  • Blender script used for camera placement and rendering.
  • Python script used for calculating PSNR values and performing quantitative analysis.

History

  • 2024-06-25 first online, published, posted

Publisher

4TU.ResearchData

Format

zip containing Wavefront .obj files with .png textures; .py Blender script; .py python script; .xmp RealityCapture metadata; .txt SIBR-Viewer render path; .txt console output log recordings

Organizations

TU Delft, Faculty of Electrical Engineering, Mathematics and Computer Science

DATA

Files (7)