Filippo Aleotti

List of selected publications

For the full list of publications, please have a look at my CV.
* means joint first authorship

  • Self-adapting confidence estimation for stereo
    M. Poggi, F. Aleotti, F. Tosi, and S. Mattoccia
    In European Conference on Computer Vision (ECCV), 2020

  • Monitoring social distancing with single image depth estimation
    A. Mingozzi, A. Conti, F. Aleotti, M. Poggi, and S. Mattoccia
    In IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI), 2022

  • Reversing the cycle: Self-supervised deep stereo through enhanced monocular distillation
    F. Aleotti*, F. Tosi*, L. Zhang*, M. Poggi, and S. Mattoccia
    In European Conference on Computer Vision (ECCV), 2020

  • Distilled semantics for comprehensive scene understanding from videos
    F. Tosi*, F. Aleotti*, P. Z. Ramirez*, M. Poggi, S. Salti, L. D. Stefano, and S. Mattoccia
    In Computer Vision and Pattern Recognition (CVPR), 2020

  • Neural disparity refinement for arbitrary resolution stereo
    F. Aleotti*, F. Tosi*, P. Zama Ramirez*, M. Poggi, S. Salti, L. Di Stefano, and S. Mattoccia
    In International Conference on 3D Vision, 2021
    Best paper honorable mention

  • On the uncertainty of self-supervised monocular depth estimation
    M. Poggi, F. Aleotti, F. Tosi, and S. Mattoccia
    In Computer Vision and Pattern Recognition (CVPR), 2020

  • Learning monocular depth estimation infusing traditional stereo knowledge
    F. Tosi, F. Aleotti, M. Poggi, and S. Mattoccia
    In Computer Vision and Pattern Recognition (CVPR), 2019

  • Real-time single image depth perception in the wild with handheld devices
    F. Aleotti, G. Zaccaroni, L. Bartolomei, M. Poggi, F. Tosi, and S. Mattoccia
    In Sensors, 2021

  • Sensor-guided optical flow
    M. Poggi, F. Aleotti, and S. Mattoccia
    In International Conference on Computer Vision, 2021

  • Learning end-to-end scene flow by distilling single tasks knowledge
    F. Aleotti, M. Poggi, F. Tosi, and S. Mattoccia
    In AAAI Conference on Artificial Intelligence, 2020

  • Learning optical flow from still images
    F. Aleotti*, M. Poggi* and S. Mattoccia
    In Computer Vision and Pattern Recognition (CVPR), 2021