| Real-time self-adaptive deep stereo A Tonioni, F Tosi, M Poggi, S Mattoccia, LD Stefano Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 261 | 2019 |
| Learning monocular depth estimation infusing traditional stereo knowledge F Tosi, F Aleotti, M Poggi, S Mattoccia Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 205 | 2019 |
| On the uncertainty of self-supervised monocular depth estimation M Poggi, F Aleotti, F Tosi, S Mattoccia Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 183 | 2020 |
| Towards real-time unsupervised monocular depth estimation on cpu M Poggi, F Aleotti, F Tosi, S Mattoccia 2018 IEEE/RSJ international conference on intelligent robots and systems …, 2018 | 148 | 2018 |
| Learning monocular depth estimation with unsupervised trinocular assumptions M Poggi, F Tosi, S Mattoccia 2018 International conference on 3d vision (3DV), 324-333, 2018 | 142 | 2018 |
| A wearable mobility aid for the visually impaired based on embedded 3D vision and deep learning M Poggi, S Mattoccia 2016 IEEE symposium on computers and communication (ISCC), 208-213, 2016 | 129 | 2016 |
| Generative adversarial networks for unsupervised monocular depth prediction F Aleotti, F Tosi, M Poggi, S Mattoccia Proceedings of the European conference on computer vision (ECCV) workshops, 0-0, 2018 | 112 | 2018 |
| Learning from scratch a confidence measure M Poggi, S Mattoccia British Machine Vision Conference (BMVC) 2016, 2016 | 112 | 2016 |
| Unsupervised adaptation for deep stereo A Tonioni, M Poggi, S Mattoccia, L Di Stefano Proceedings of the IEEE International Conference on Computer Vision, 1605-1613, 2017 | 105 | 2017 |
| Geometry meets semantics for semi-supervised monocular depth estimation P Zama Ramirez, M Poggi, F Tosi, S Mattoccia, L Di Stefano Computer Vision–ACCV 2018: 14th Asian Conference on Computer Vision, Perth …, 2019 | 104 | 2019 |
| Quantitative evaluation of confidence measures in a machine learning world M Poggi, F Tosi, S Mattoccia Proceedings of the IEEE International Conference on Computer Vision, 5228-5237, 2017 | 82 | 2017 |
| On the Synergies between Machine Learning and Binocular Stereo for Depth Estimation from Images: a Survey M Poggi, F Tosi, K Batsos, P Mordohai, S Mattoccia arXiv preprint arXiv:2004.08566, 2020 | 81 | 2020 |
| Guided stereo matching M Poggi, D Pallotti, F Tosi, S Mattoccia Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019 | 78 | 2019 |
| Learning a general-purpose confidence measure based on o (1) features and a smarter aggregation strategy for semi global matching M Poggi, S Mattoccia 3D Vision (3DV), 2016 Fourth International Conference on, 509-518, 2016 | 74 | 2016 |
| 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 | 62 | 2020 |
| Beyond local reasoning for stereo confidence estimation with deep learning F Tosi, M Poggi, A Benincasa, S Mattoccia Proceedings of the European conference on computer vision (ECCV), 319-334, 2018 | 61 | 2018 |
| Unsupervised domain adaptation for depth prediction from images A Tonioni, M Poggi, S Mattoccia, L Di Stefano IEEE transactions on pattern analysis and machine intelligence 42 (10), 2396 …, 2019 | 60 | 2019 |
| Real-time semantic stereo matching PL Dovesi, M Poggi, L Andraghetti, M Martķ, H Kjellström, A Pieropan, ... 2020 IEEE international conference on robotics and automation (ICRA), 10780 …, 2020 | 59 | 2020 |
| Learning to predict stereo reliability enforcing local consistency of confidence maps M Poggi, S Mattoccia The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2, 2017 | 56 | 2017 |
| Monovit: Self-supervised monocular depth estimation with a vision transformer C Zhao, Y Zhang, M Poggi, F Tosi, X Guo, Z Zhu, G Huang, Y Tang, ... 2022 International Conference on 3D Vision (3DV), 668-678, 2022 | 48 | 2022 |
Stefano MattocciaAssociate Professor of Computer Science, University of BolognaVerified email at unibo.it
