I received a PhD in Computer Science and Engineering from the University of Bologna in 2002 and currently I'm associate professor, with national scientific habilitation 09/H1 for the role of full professor, at the Department of Computer Science and Engineering, School of Engineering and Architecture, University of Bologna. My research focuses on scene perception to infer depth, optical flow, semantic segmentation, and so on from images — with monocular, stereo, and multi-view setups — and sensor fusion — using LiDARs/ToFs and cameras — for the same purposes, mostly using self-adaptive learning-based methodologies. I’m IEEE Senior member. [CV]

Short bio

Stefano Mattoccia

Associate Professor, PhD

Department of Computer Science and Engineering (DISI)
School of Engineering and Architecture
University of Bologna


Address: Viale del Risorgimento, 2  40136 Bologna, Italy

Phone:   +39 051 2093860  - Fax +29 051 2093869 

Email:     stefano.mattoccia#AT#unibo.it

Research

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Updates:


  1. -two papers accepted at 3DV

  2. -one TPAMI paper

  3. -one CVIU paper, one NN  paper 

  4. -two papers accepted at BMVC 2023

  5. -four papers accepted at ICCV 2023

  6. -one paper accepted at IROS 2023

  7. -one paper accepted at CVPR 2023

PhD students

Keywords: computer vision, machine-learning, 3D vision, depth and scene flow estimation from monocular and stereo images, domain adaptation, embedded computer vision

My research activity is concerned with computer vision, machine learning applied to computer vision problems and embedded vision systems. For a more detailed overview take a look at the publications, Google Scholar, or Orcid

Team: Stefano Mattoccia (Associate professor), Matteo Poggi (Tenure-Track Assistant professor), Fabio Tosi (Junior Assistant Professor), Youmin Zhang (PhD student), Fan Rizhao (PhD student), Huan Li (PhD student), Andrea Conti (PhD student), Luca Bartolomei (PhD student), Alessio Mingozzi (PhD student), Enrico Mannocci (PhD student), Ugo Leone Cavalcanti (PhD student), Ziren Gong (PhD student). Visiting PhD students: Xin Qiao (Xi'an Jiaotong University), Chaoqiang Zhao (East China University of Science and Technology, Shanghai).

Former members: Filippo Aleotti (now at Niantic).

Enrico Mannocci, University of Bologna (2023-present)
    TBD

    Ugo Leone Cavalcanti, University of Bologna (2023-present)
    TBD

    Gong Ziren University of Bologna/China Scholarship Council (2023-present)
    TBD

Luca Bartolomei, University of Bologna (2022-present)
    Deep stereo vision, co-supervised with Matteo Poggi

Alessio Mingozzi, University of Bologna (2022-present), funded by The Edge Company
    Flow estimation, co-supervised with Matteo Poggi

Andrea Conti, University of Bologna (2021-present), funded by Sony Depthsensing Solutions
    Monocular depth sensing with active sensors, co-supervised with Matteo Poggi

Huan Li, University of Bologna/China Scholarship Council (2021-present)
    Monocular depth sensing, co-supervised with Matteo Poggi

Youmin Zhang, University of Bologna/China Scholarship Council (2020-present)
    Stereo and monocular depth sensing, , co-supervised with Matteo Poggi

Fan Rizhao, University of Bologna /China Scholarship Council (2020-present)
    Depth completion, co-supervised with Matteo Poggi

Filippo Aleotti, University of Bologna (2018-2021)
    Unsupervised monocular depth estimation

Fabio Tosi, University of Bologna (2017-2020)
    Deep-learning for 3D reconstruction - [Best PhD Thesis Award 2020-2022 (CVPL)]

    Matteo Poggi, University of Bologna (2014-2017)
    Machine learning for stereo vision

Leonardo De-Maeztu Reinares, Public University of Navarre, Pamplona, Spain (2009-2012)
    Towards accurate and real-time local stereo correspondence algorithms: computational efficiency and massively
    parallel architectures
, co-supervised with Arantxa Villanueva (Public University of Navarre)

Federico Tombari, University of Bologna (2006-2009)
    Methodologies for visual correspondence, co-supervised with Luigi Di Stefano