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Stefano Mattoccia — most-cited papers & profile · Computer Vision
← authors
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overview
Stefano Mattoccia
15
papers ·
285
citations ·
38
h-index
University of Bologna
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning monocular depth estimation infusing traditional stereo knowledge
2019 · 234 citations
Learning Depth Estimation for Transparent and Mirror Surfaces
2023 · 26 citations
Depth Super-Resolution from Explicit and Implicit High-Frequency Features
2023 · 10 citations
Multi-View Guided Multi-View Stereo
2022 · 7 citations
MonoViT: Self-Supervised Monocular Depth Estimation with a Vision Transformer
2022 · 6 citations
On the confidence of stereo matching in a deep-learning era: a quantitative evaluation
2021 · 1 citations
TemporalStereo: Efficient Spatial-Temporal Stereo Matching Network
2022 · 1 citations
MAGiSt3R: Multi-Agent Feed-forward 3D Reconstruction from Monocular RGB Videos
2026
ZipDepth: Bringing Lightweight Zero-Shot Monocular Depth Anywhere, on Any Device
2026
Bidirectional Cross-Modal Prompting for Event-Frame Asymmetric Stereo
2026
On the Synergies between Machine Learning and Binocular Stereo for Depth Estimation from Images: a Survey
2020
Reversing the cycle: self-supervised deep stereo through enhanced monocular distillation
2020
Range-Agnostic Multi-View Depth Estimation With Keyframe Selection
2024
Stereo Anywhere: Robust Zero-Shot Deep Stereo Matching Even Where Either Stereo or Mono Fail
2024
Top co-authors
Matteo Poggi
· 11
Fabio Tosi
· 8
Filippo Aleotti
· 3
Youmin Zhang
· 3
Ninghui Xu
· 2
Alex Costanzino
· 1
Andrea Conti
· 1
Andrea Conti
· 1
Chaoqiang Zhao
· 1
Chenyang Ge
· 1
Dongbo Min
· 1
Fabio Tosi
· 1
Topics
3D Vision
Video Understanding
Image Restoration
Autonomous Driving
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