Concepedia

Stefano Mattoccia

SM

82

Publications

4.3K

Citations

33

H-Index

2002

Active since

Affiliations

University of Bologna(Current)

Stefano Mattoccia is an author at University of Bologna specializing in engineering, machine vision, and image analysis.

Top concepts

EngineeringMachine VisionComputer VisionImage AnalysisMachine LearningComputer ScienceDeep LearningPattern RecognitionComputational GeometryStereo Vision

Publications per year

2002–2025

82

Publications

82

A fast area-based stereo matching algorithm

Luigi Di Stefano, M. Marchionni, Stefano Mattoccia · Image and Vision Computing · 2004 · 278 citations

Geometric Modeling, Machine Vision, Image Analysis +9

Learning Monocular Depth Estimation Infusing Traditional Stereo Knowledge

Fabio Tosi, Filippo Aleotti, Matteo Poggi et al. · 2019 · 232 citations · Full text

Engineering, Machine Learning, Depth Map +16

ZNCC-based template matching using bounded partial correlation

Luigi Di Stefano, Stefano Mattoccia, Federico Tombari · Pattern Recognition Letters · 2005 · 231 citations

Machine Vision, Image Analysis, Engineering +7

MonoViT: Self-Supervised Monocular Depth Estimation with a Vision Transformer

Chaoqiang Zhao, Youmin Zhang, Matteo Poggi et al. · 2022 · 216 citations

Convolutional Neural Network, Machine Vision, Image Analysis +15

Classification and evaluation of cost aggregation methods for stereo correspondence

Federico Tombari, Stefano Mattoccia, Luigi Di Stefano et al. · 2008 · 213 citations

Engineering, Stereo Imaging, Global Algorithms +17

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