| Geometry meets semantics for semi-supervised monocular depth estimation P Zama Ramirez, M Poggi, F Tosi, S Mattoccia, L Di Stefano Asian Conference on Computer Vision, 298-313, 2018 | 155 | 2018 |
| Distilled semantics for comprehensive scene understanding from videos F Tosi, F Aleotti, PZ Ramirez, M Poggi, S Salti, LD Stefano, S Mattoccia Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020 | 100 | 2020 |
| Multimodal industrial anomaly detection by crossmodal feature mapping A Costanzino, PZ Ramirez, G Lisanti, L Di Stefano Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 81 | 2024 |
| Deep learning on implicit neural representations of shapes L De Luigi, A Cardace, R Spezialetti, PZ Ramirez, S Salti, L Di Stefano The Eleventh International Conference on Learning Representations (ICLR), 2023 | 74 | 2023 |
| NTIRE 2025 challenge on hr depth from images of specular and transparent surfaces PZ Ramirez, F Tosi, L Di Stefano, R Timofte, A Costanzino, M Poggi, ... Proceedings of the Computer Vision and Pattern Recognition Conference, 987-1001, 2025 | 60 | 2025 |
| Open challenges in deep stereo: the booster dataset PZ Ramirez, F Tosi, M Poggi, S Salti, S Mattoccia, L Di Stefano Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 50 | 2022 |
| Learning depth estimation for transparent and mirror surfaces A Costanzino, PZ Ramirez, M Poggi, F Tosi, S Mattoccia, L Di Stefano Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 44 | 2023 |
| Cross-spectral neural radiance fields M Poggi, PZ Ramirez, F Tosi, S Salti, S Mattoccia, L Di Stefano 2022 International Conference on 3D Vision (3DV), 606-616, 2022 | 44 | 2022 |
| Learning across tasks and domains PZ Ramirez, A Tonioni, S Salti, LD Stefano Proceedings of the IEEE/CVF international conference on computer vision …, 2019 | 40 | 2019 |
| Booster: a Benchmark for Depth from Images of Specular and Transparent Surfaces PZ Ramirez, A Costanzino, F Tosi, M Poggi, S Salti, S Mattoccia, ... IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 | 38 | 2023 |
| Diffusion models for monocular depth estimation: Overcoming challenging conditions F Tosi, PZ Ramirez, M Poggi European Conference on Computer Vision, 236-257, 2024 | 32 | 2024 |
| Neural disparity refinement for arbitrary resolution stereo F Aleotti, F Tosi, PZ Ramirez, M Poggi, S Salti, S Mattoccia, L Di Stefano 2021 International Conference on 3D Vision (3DV), 207-217, 2021 | 31 | 2021 |
| Plugging self-supervised monocular depth into unsupervised domain adaptation for semantic segmentation A Cardace, L De Luigi, PZ Ramirez, S Salti, L Di Stefano Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022 | 28 | 2022 |
| Shooting labels: 3d semantic labeling by virtual reality PZ Ramirez, C Paternesi, L De Luigi, L Lella, D De Gregorio, L Di Stefano 2020 IEEE International Conference on Artificial Intelligence and Virtual …, 2020 | 26 | 2020 |
| Exploiting semantics in adversarial training for image-level domain adaptation PZ Ramirez, A Tonioni, L Di Stefano 2018 IEEE International Conference on Image Processing, Applications and …, 2018 | 26 | 2018 |
| Self-distillation for unsupervised 3d domain adaptation A Cardace, R Spezialetti, PZ Ramirez, S Salti, L Di Stefano Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023 | 25 | 2023 |
| Exploiting the complementarity of 2d and 3d networks to address domain-shift in 3d semantic segmentation A Cardace, PZ Ramirez, S Salti, L Di Stefano Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 21 | 2023 |
| Shallow features guide unsupervised domain adaptation for semantic segmentation at class boundaries A Cardace, PZ Ramirez, S Salti, L Di Stefano Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022 | 18 | 2022 |
| Refrec: Pseudo-labels refinement via shape reconstruction for unsupervised 3d domain adaptation A Cardace, R Spezialetti, PZ Ramirez, S Salti, L Di Stefano 2021 International Conference on 3D Vision (3DV), 331-341, 2021 | 18 | 2021 |
| Deep learning on object-centric 3D neural fields PZ Ramirez, L De Luigi, D Sirocchi, A Cardace, R Spezialetti, F Ballerini, ... IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024 | 17* | 2024 |
Luigi Di StefanoFull Professor, University of BolognaVerified email at unibo.it
