About

The LFDD: Light field image dataset for performance evaluation of objective quality metrics was created at the Czech Technical University in Prague. The dataset builds upon the 4D Light Field Benchmark [1] and thus retains the same license (see the License section).

Contact

For questions and feedback please contact zizieada@fel.cvut.cz . If you find this useful in your research please cite the appropriate paper/papers bellow:

LFDD: Light field image dataset for performance evaluation of objective quality metrics
Adam Zizien, Karel Fliegel
Proceedings Volume 11510, Applications of Digital Image Processing XLIII; 115102U (2020)

@inproceedings{Zizien_2020,
author = {Adam Zizien and Karel Fliegel},
title = {{LFDD: Light field image dataset for performance evaluation of objective quality metrics}},
volume = {11510},
booktitle = {Applications of Digital Image Processing {XLIII}},
editor = {Andrew G. Tescher and Touradj Ebrahimi},
organization = {International Society for Optics and Photonics},
publisher = {{SPIE}},
keywords = {light field, image compression, image quality evaluation, dataset, subjective assessment, objective assessment},
year = {2020},
doi = {10.1117/12.2568490},
URL = {https://doi.org/10.1117/12.2568490}
}

Update 1.1

Cross-Content Evaluations in the Subjective Quality Assessment of Light Field Images
Adam Zizien, Karel Fliegel
2021 31st International Conference Radioelektronika (RADIOELEKTRONIKA)

@INPROCEEDINGS{9420203,

author={Zizien, Adam and Fliegel, Karel},

booktitle={2021 31st International Conference Radioelektronika (RADIOELEKTRONIKA)},

title={Cross-Content Evaluations in the Subjective Quality Assessment of Light Field Images},

year={2021},

volume={},

number={},

pages={1-6},

doi={10.1109/RADIOELEKTRONIKA52220.2021.9420203}}


Acknowledgments

This research was supported by the Ministry of Education, Youth and Sport of the Czech Republic within the project LTT20004 ''Cooperation with International Research Centre in Area of Digital Communication Systems'' and by the Grant Agency of the Czech Technical University in Prague within the grant SGS20/179/OHK3/3T/13 ''Modern Optical Imaging Systems with Non-linear Point Spread Function and Advanced Algorithms for Image Data Processing''.

License

The 4D Light Field Benchmark was jointly created by the University of Konstanz and the HCI at Heidelberg University.

The work is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

To view a copy of this license visit https://creativecommons.org/licenses/by-nc-sa/4.0/.

[1] K. Honauer, O. Johannsen, D. Kondermann, and B. Goldluecke, “A Dataset and Evaluation Methodology for Depth Estimation on 4D Light Fields,” in Computer Vision – ACCV 2016, Cham: Springer International Publishing, 2017, pp. 19–34.

@inproceedings{honauer2016benchmark,
title={A dataset and evaluation methodology for depth estimation on 4D light fields},
author={Honauer, Katrin and Johannsen, Ole and Kondermann, Daniel and Goldluecke, Bastian},
booktitle={Asian Conference on Computer Vision},
year={2016},
organization={Springer}
}


Changelog

  • 03/02/2021 - Added Update 1.1, introducing an additional scenes and the results of additional subjective scores (obtained via a Paired Comparison methodology)

  • 20/01/2022 - Added the Distortion section, containing information about how the distortions were applied.