Stefano Mattoccia

About

Full Professor at the Alma Mater – University of Bologna, Department of Computer Science. My research concerns computer vision, manily focusing on depth perception from images.

Employment

• University of Bologna Full Professor
  2025 - Present
• University of Bologna Associate Professor
  2015 - 2025

Education

• Università degli Studi di Bologna Scuola di Ingegneria e Architettura PhD in Computer Science and Enginering
  2002 - Present
• Università degli Studi di Bologna Scuola di Ingegneria e Architettura Master degree in Electronic Enginering
  1997 - Present

Projects & Funding

Projects & funding information is unavailable.

Publications (180)

• Zero-Shot Neural Architecture Search for Efficient Deep Stereo Matching
  2026 DOI: 10.1007/978-3-032-10185-3_2
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• FGDepth: Fine-Grained Boundary Perception Enhancement in Self-Supervised Indoor Depth Estimation
  IEEE Transactions on Multimedia 2026 DOI: 10.1109/TMM.2026.3660182
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• How NeRFs and 3-D Gaussian Splatting Are Reshaping SLAM: A Survey
  IEEE Transactions on Robotics 2026 DOI: 10.1109/TRO.2026.3666139
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• Active Stereo in the Wild through Virtual Pattern Projection
  International Journal of Computer Vision 2025 DOI: 10.1007/s11263-025-02511-6
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• CabNIR: A Benchmark for In-Vehicle Infrared Monocular Depth Estimation
  2025 DOI: 10.1109/WACV61041.2025.00256
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• Depth AnyEvent: A Cross-Modal Distillation Paradigm for Event-Based Monocular Depth Estimation
  2025 DOI: 10.48550/arXiv.2509.15224
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• Drive with the Flow
  2025 DOI: 10.1109/ICRA55743.2025.11128822
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• HS-SLAM: Hybrid Representation with Structural Supervision for Improved Dense SLAM
  2025 DOI: 10.1109/ICRA55743.2025.11127551
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• Learnable Fractional Reaction-Diffusion Dynamics for Under-Display ToF Imaging and Beyond
  2025 DOI: 10.1109/ICCV51701.2025.00574
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• NTIRE 2025 Challenge on HR Depth From Images of Specular and Transparent Surfaces
  2025 DOI: 10.1109/CVPRW67362.2025.00098
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