Published May 1, 2024 | Version v1
Dataset Open

Homography with Degree

Authors/Creators

Description

We selected 100 images from MF-DFC22 dataset and divided them into four categories: architecture, mountains, coasts, and farmland. We performed different degrees of projection transformations in eight directions on each image to explore the performance of different keypoint detector under projection transformations.

Files

create_dataset.ipynb

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Additional details

Dates

Created
2024-05-01

References

  • Castillo-Navarro J, Le Saux B, Boulch A, Audebert N, Lefèvre S. 2022. Semi-supervised semantic segmentation in Earth Observation: the MiniFrance suite, dataset analysis and multi-task network study. Machine Learning 111:3125–3160. DOI: 10.1007/s10994-020-05943-y.