A review of point clouds segmentation and classification algorithms E Grilli, F Menna, F Remondino The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2017 | 496 | 2017 |
Classification of 3D digital heritage E Grilli, F Remondino Remote Sensing 11 (7), 847, 2019 | 154 | 2019 |
Comparing machine and deep learning methods for large 3D heritage semantic segmentation F Matrone, E Grilli, M Martini, M Paolanti, R Pierdicca, F Remondino ISPRS International Journal of Geo-Information 9 (9), 535, 2020 | 125 | 2020 |
A benchmark for large-scale heritage point cloud semantic segmentation F Matrone, A Lingua, R Pierdicca, ES Malinverni, M Paolanti, E Grilli, ... The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2020 | 99 | 2020 |
Machine learning generalisation across different 3D architectural heritage E Grilli, F Remondino ISPRS International Journal of Geo-Information 9 (6), 379, 2020 | 64 | 2020 |
A hierarchical machine learning approach for multi-level and multi-resolution 3D point cloud classification S Teruggi, E Grilli, M Russo, F Fassi, F Remondino Remote Sensing 12 (16), 2598, 2020 | 63 | 2020 |
From 2D to 3D supervised segmentation and classification for cultural heritage applications E Grilli, D Dininno, G Petrucci, F Remondino The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2018 | 57 | 2018 |
Geometric features analysis for the classification of cultural heritage point clouds E Grilli, EM Farella, A Torresani, F Remondino The international archives of the photogrammetry, remote sensing and spatial …, 2019 | 56 | 2019 |
Application of machine and deep learning strategies for the classification of heritage point clouds E Grilli, E Özdemir, F Remondino The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2019 | 55 | 2019 |
3D surveying, semantic enrichment and virtual access of large cultural heritage S Teruggi, E Grilli, F Fassi, F Remondino ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2021 | 30 | 2021 |
Combining visibility analysis and deep learning for refinement of semantic 3D building models by conflict classification O Wysocki, E Grilli, L Hoegner, U Stilla arXiv preprint arXiv:2303.05998, 2023 | 17 | 2023 |
Handling critical aspects in massive photogrammetric digitazion of museum assets EM Farella, L Morelli, E Grilli, S Rigon, F Remondino International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2022 | 16 | 2022 |
Supervised segmentation of 3D cultural heritage E Grilli, D Dininno, L Marsicano, G Petrucci, F Remondino 2018 3rd digital heritage international congress (DigitalHERITAGE) held …, 2018 | 16 | 2018 |
Knowledge enhanced neural networks for point cloud semantic segmentation E Grilli, A Daniele, M Bassier, F Remondino, L Serafini Remote Sensing 15 (10), 2590, 2023 | 15 | 2023 |
An advanced photogrammetric solution to measure apples E Grilli, R Battisti, F Remondino Remote Sensing 13 (19), 3960, 2021 | 15 | 2021 |
Unsupervised object-based clustering in support of supervised point-based 3D point cloud classification E Grilli, F Poux, F Remondino International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2021 | 15 | 2021 |
Scan2LoD3: Reconstructing semantic 3D building models at LoD3 using ray casting and Bayesian networks O Wysocki, Y Xia, M Wysocki, E Grilli, L Hoegner, D Cremers, U Stilla Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 12 | 2023 |
Seeing among foliage with lidar and machine learning: towards a transferable archaeological pipeline S Campana, G Mazzacca, E Grilli, GP Cirigliano, F Remondino The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2022 | 12 | 2022 |
Geometric primitive extraction from semantically enriched point clouds S Kyriakaki-Grammatikaki, EK Stathopoulou, E Grilli, F Remondino, ... The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2022 | 10 | 2022 |
Analysing key steps of the photogrammetric pipeline for Museum artefacts 3D digitisation EM Farella, L Morelli, S Rigon, E Grilli, F Remondino Sustainability 14 (9), 5740, 2022 | 9 | 2022 |