Foto del docente

Fabio Tosi

Junior assistant professor (fixed-term)

Department of Computer Science and Engineering

Academic discipline: IINF-05/A Information Processing Systems

Publications

Tosi, Fabio; Bartolomei, Luca; Poggi, Matteo, A Survey on Deep Stereo Matching in the Twenties, «INTERNATIONAL JOURNAL OF COMPUTER VISION», 2025, 1, pp. 1 - 32 [Scientific article]

Pierluigi Zama Ramirez, Alex Costanzino, Fabio Tosi, Matteo Poggi, Samuele Salti, Stefano Mattoccia, Luigi Di Stefano, Booster: A Benchmark for Depth From Images of Specular and Transparent Surfaces, «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE», 2024, 46, pp. 85 - 102 [Scientific article]Open Access

Tosi, Fabio; ZAMA RAMIREZ, Pierluigi; Poggi, Matteo, Diffusion Models for Monocular Depth Estimation: Overcoming Challenging Conditions, in: Lecture Notes in Computer Science, Springer, 2024, pp. 236 - 257 (atti di: 18th European Conference on Computer Vision, ECCV 2024, Milan, 29 September 2024 - 4 October 2024) [Contribution to conference proceedings]

Poggi, Matteo; Tosi, Fabio, Federated Online Adaptation for Deep Stereo, in: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, IEEE Computer Society, 2024, pp. 20165 - 20175 (atti di: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, usa, 2024) [Contribution to conference proceedings]

Zama Ramirez P.; Tosi F.; Di Stefano L.; Timofte R.; Costanzino A.; Poggi M.; Salti S.; Mattoccia S.; Zhang Y.; Wu C.; He Z.; Yin S.; Dong J.; Liu Y.; Jiang H.; Shi J.; Yong A.; Jin Y.; Li D.; Ke B.; Obukhov A.; Wang T.; Metzger N.; Huang S.; Schindler K.; Huang Y.; Li J.; Zhang J.; Wang Y.; Huang Z.; Liu T.; Cao Z.; Li P.; Wang J.-L.; Zhu W.; Geng H.; Zhang Y.; Lan L.; Xu K.; Sun T.; Xu Q.; Saini S.; Gupta A.; Mistry S.K.; Shukla A.; Jakhetiya V.; Jaiswal S.; Sun Y.; Zheng Z.; Ning Y.; Cheng J.-H.; Liu H.-I.; Huang H.-W.; Yang C.-Y.; Jiang Z.; Peng Y.-H.; Huang A.; Hwang J.-N., NTIRE 2024 Challenge on HR Depth from Images of Specular and Transparent Surfaces, in: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2024, 33, pp. 6499 - 6512 (atti di: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Seattle, WA, USA, 17-18 June 2024) [Contribution to conference proceedings]

Fabio Tosi, Filippo Aleotti, Pierluigi Zama Ramirez, Matteo Poggi, Samuele Salti, Stefano Mattoccia, Luigi Di Stefano, Neural Disparity Refinement, «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE», 2024, Early access, pp. 1 - 18 [Scientific article]

Bartolomei, Luca; Poggi, Matteo; Conti, Andrea; Tosi, Fabio; Mattoccia, Stefano, Revisiting Depth Completion from a Stereo Matching Perspective for Cross-domain Generalization, in: 2024 International Conference on 3D Vision (3DV), IEEE, 2024, pp. 1360 - 1370 (atti di: 2024 International Conference on 3D Vision (3DV), Davos, Switzerland, March 18–21, 2024) [Contribution to conference proceedings]

Safadoust, Sadra; Tosi, Fabio; Güney, Fatma; Poggi, Matteo, Self-Evolving Depth-Supervised 3D Gaussian Splatting from Rendered Stereo Pairs, in: 2024 Proceedings of the British Machine Vision Conference (BMVC), 2024, pp. 1 - 17 (atti di: British Machine VIsion Conference (BMVC), Glasgow, UK, 25 Novembre 2024) [Contribution to conference proceedings]

Spencer, Jaime; Tosi, Fabio; Poggi, Matteo; Singh Arora, Ripudaman; Russell, Chris; Hadfield, Simon; Bowden, Richard; Zhou, Guangyuan; Li, Zhengxin; Rao, Qiang; Bao, Yiping; Liu, Xiao; Kim, Dohyeong; Kim, Jinseong; Kim, Myunghyun; Lavreniuk, Mykola; Li, Rui; Mao, Qing; Wu, Jiang; Zhu, Yu; Sun, Jinqiu; Zhang, Yanning; Patni, Suraj; Agarwal, Aradhye; Arora, Chetan; Sun, Pihai; Jiang, Kui; Wu, Gang; Liu, Jian; Liu, Xianming; Jiang, Junjun; Zhang, Xidan; Wei, Jianing; Wang, Fangjun; Tan, Zhiming; Wang, Jiabao; Luginov, Albert; Shahzad, Muhammad; Hosseini, Seyed; Trajcevski, Aleksander; Elder, James H., The Third Monocular Depth Estimation Challenge, in: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, IEEE Computer Society, 2024, pp. 1 - 14 (atti di: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2024, usa, 2024) [Contribution to conference proceedings]

Luca Bartolomei; Matteo Poggi; Fabio Tosi; Andrea Conti; Stefano Mattoccia, Active Stereo Without Pattern Projector, in: 2023 IEEE/CVF International Conference on Computer Vision (ICCV), 2023, pp. 18424 - 18436 (atti di: International Conference on Computer Vision (ICCV), Paris, FR, October 04-06, 2023) [Contribution to conference proceedings]Open Access

Qiao, Xin; Ge, Chenyang; Zhang, Youmin; Zhou, Yanhui; Tosi, Fabio; Poggi, Matteo; Mattoccia, Stefano, Depth super-resolution from explicit and implicit high-frequency features, «COMPUTER VISION AND IMAGE UNDERSTANDING», 2023, 237, Article number: 103841 , pp. 1 - 12 [Scientific article]Open Access

Zhang, Youmin; Tosi, Fabio; Mattoccia, Stefano; Poggi, Matteo, GO-SLAM: Global Optimization for Consistent 3D Instant Reconstruction, in: 2023 IEEE/CVF International Conference on Computer Vision (ICCV), 2023, pp. 3704 - 3714 (atti di: IEEE/CVF Conference on Computer Vision (ICCV), Parigi, 01-06 October 2023) [Contribution to conference proceedings]Open Access

Zhao, Chaoqiang; Poggi, Matteo; Tosi, Fabio; Zhou, Lei; Sun, Qiyu; Tang, Yang; Mattoccia, Stefano, GasMono: Geometry-Aided Self-Supervised Monocular Depth Estimation for Indoor Scenes, in: Proceedings of IEEE/CVF International Conference on Computer Vision (ICCV 2023), 2023, pp. 16163 - 16174 (atti di: IEEE/CVF Conference on Computer Vision (ICCV), Parigi, 02 Ottobre 2023) [Contribution to conference proceedings]Open Access

Costanzino, Alex; ZAMA RAMIREZ, Pierluigi; Poggi, Matteo; Tosi, Fabio; Mattoccia, Stefano; DI STEFANO, Luigi, Learning Depth Estimation for Transparent and Mirror Surfaces, in: 2023 IEEE/CVF International Conference on Computer Vision (ICCV), New York, IEEE, 2023, pp. 9210 - 9221 (atti di: IEEE/CVF International Conference on Computer Vision (ICCV), Parigi, Francia, 02/10/2023) [Contribution to conference proceedings]Open Access

Rizhao Fan, Fabio Tosi, Matteo Poggi, Stefano Mattoccia, Lightweight Self-Supervised Depth Estimation with few-beams LiDAR Data, in: The 34th British Machine Vision Conference Proceedings, British Machine Vision Association’s (BMVA), 2023, pp. 1 - 15 (atti di: The 34th British Machine Vision Conference, Aberdeen, UK, 20th - 24th November 2023) [Contribution to conference proceedings]Open Access

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