Benchmarks

TIME - Historical Aerial Images (2021)

https://time.fbk.eu/

Classification of large-scale 3D heritage point clouds (2020)

Matrone, F., Lingua, A., Pierdicca, R., Malinverni, E. S., Paolanti, M., Grilli, E., Remondino, F., Murtiyoso, A., and Landes, T., 2020: A benchmark for large-scale heritage point cloud semantic segmentation. Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B2-2020, 1419–1426

https://www.youtube.com/watch?v=QBVb6qBpWqI

http://archdataset.polito.it/

3DOMcity - Multi-purpose benchmark for assessing the performance of the entire image-based pipeline for 3D urban reconstruction and 3D data classification (2019)

E. Özdemir, I. Toschi, and F. Remondino, 2019: A Multi-purpose benchmark for photogrammetric urban 3D reconstriction in a controlled environment. Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., Vol. XLII-1/W2, pp. 53–60

https://3dom.fbk.eu/3domcity-benchmark

Fisheye Indoor Narrow spaces Evaluation - FINE benchmark (2019)

http://www.3d-arch.org/FINE-benchmark.pdf

Collaborative 3D reconstruction with smartphones (2017)

Nocerino, E., Poiesi, F., Locher, al, Y.T. Tefera, Remondino, F., Chippendale, P., Van Gool, L., 2017: 3D reconstruction with a collaborative approach based on smartphones and a cloud-based server. ISPRS Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., Vol. XLII-2/W8, pp. 187-194

Poiesi, F., Locher, A., Chippendale, P., Nocerino, E., Remondino, F., Van Gool, L., 2017: Cloud-based collaborative 3D reconstruction using smartphones. Proc. of ACM European Conference on Visual Media Production (CVMP), London, UK

Download the datasets: 4 locations simultaneously photographed with various smartphones to perform collaborative 3D reconstructions (9GB)

Multi-platform photogrammetry (2015)

Nex, F., Gerke, M., Remondino, F., Przybilla, H.-J., Bäumker, M., Zurhorst, A., 2015: ISPRS benchmark for multi-platform photogrammetry. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. II-3/W4, pp. 135-142

https://www2.isprs.org/commissions/comm1/icwg-1-2/benchmark_main/