Stefano Mattoccia

Stefano Mattoccia

Università degli Studi di Bologna

H-index: 43

Europe-Italy

About Stefano Mattoccia

Stefano Mattoccia, With an exceptional h-index of 43 and a recent h-index of 31 (since 2020), a distinguished researcher at Università degli Studi di Bologna, specializes in the field of Computer vision.

His recent articles reflect a diverse array of research interests and contributions to the field:

How NeRFs and 3D Gaussian Splatting are Reshaping SLAM: a Survey

Range-Agnostic Multi-View Depth Estimation With Keyframe Selection

Guest Editorial: Special Issue on Traditional Computer Vision in the Age of Deep Learning

GasMono: Geometry-Aided Self-Supervised Monocular Depth Estimation for Indoor Scenes

Contrastive Learning for Depth Prediction

Temporalstereo: Efficient spatial-temporal stereo matching network

Active stereo without pattern projector

NTIRE 2023 challenge on hr depth from images of specular and transparent surfaces

Stefano Mattoccia Information

University

Position

Associate Professor of Computer Science

Citations(all)

6799

Citations(since 2020)

3656

Cited By

4339

hIndex(all)

43

hIndex(since 2020)

31

i10Index(all)

95

i10Index(since 2020)

67

Email

University Profile Page

Università degli Studi di Bologna

Google Scholar

View Google Scholar Profile

Stefano Mattoccia Skills & Research Interests

Computer vision

Top articles of Stefano Mattoccia

Title

Journal

Author(s)

Publication Date

How NeRFs and 3D Gaussian Splatting are Reshaping SLAM: a Survey

arXiv preprint arXiv:2402.13255

Fabio Tosi

Youmin Zhang

Ziren Gong

Erik Sandström

Stefano Mattoccia

...

2024/2/20

Range-Agnostic Multi-View Depth Estimation With Keyframe Selection

arXiv preprint arXiv:2401.14401

Andrea Conti

Matteo Poggi

Valerio Cambareri

Stefano Mattoccia

2024/1/25

Guest Editorial: Special Issue on Traditional Computer Vision in the Age of Deep Learning

Matteo Poggi

Federica Arrigoni

Andrea Fusiello

Stefano Mattoccia

Adrien Bartoli

...

2024/4/24

GasMono: Geometry-Aided Self-Supervised Monocular Depth Estimation for Indoor Scenes

Chaoqiang Zhao

Matteo Poggi

Fabio Tosi

Lei Zhou

Qiyu Sun

...

2023

Contrastive Learning for Depth Prediction

Rizhao Fan

Matteo Poggi

Stefano Mattoccia

2023

Temporalstereo: Efficient spatial-temporal stereo matching network

Youmin Zhang

Matteo Poggi

Stefano Mattoccia

2023/10/1

Active stereo without pattern projector

Luca Bartolomei

Matteo Poggi

Fabio Tosi

Andrea Conti

Stefano Mattoccia

2023

NTIRE 2023 challenge on hr depth from images of specular and transparent surfaces

Pierluigi Zama Ramirez

Fabio Tosi

Luigi Di Stefano

Radu Timofte

Alex Costanzino

...

2023

The second monocular depth estimation challenge: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

CS Qian

M Trescakova

C Russell

S Hadfield

EW Graf

...

2023/6/17

Revisiting Depth Completion from a Stereo Matching Perspective for Cross-domain Generalization

arXiv preprint arXiv:2312.09254

Luca Bartolomei

Matteo Poggi

Andrea Conti

Fabio Tosi

Stefano Mattoccia

2023/12/14

The Monocular Depth Estimation Challenge

Jaime Spencer

C Stella Qian

Chris Russell

Simon Hadfield

Erich Graf

...

2023

The second monocular depth estimation challenge

Jaime Spencer

C Stella Qian

Michaela Trescakova

Chris Russell

Simon Hadfield

...

2023

Booster Dataset-Monocular Split

Pierluigi Zama Ramirez

Fabio Tosi

Matteo Poggi

Costanzino Alex

Samuele Salti

...

2023/1/31

Depth super-resolution from explicit and implicit high-frequency features

Computer Vision and Image Understanding

Xin Qiao

Chenyang Ge

Youmin Zhang

Yanhui Zhou

Fabio Tosi

...

2023/12/1

Go-slam: Global optimization for consistent 3d instant reconstruction

Youmin Zhang

Fabio Tosi

Stefano Mattoccia

Matteo Poggi

2023

Sparsity agnostic depth completion

Andrea Conti

Matteo Poggi

Stefano Mattoccia

2023

On-Site Adaptation for Monocular Depth Estimation with a Static Camera

Huan Li

Matteo Poggi

Fabio Tosi

Stefano Mattoccia

2023

Self-supervised depth super-resolution with contrastive multiview pre-training

Neural Networks

Xin Qiao

Chenyang Ge

Chaoqiang Zhao

Fabio Tosi

Matteo Poggi

...

2023/11/1

Learning Depth Estimation for Transparent and Mirror Surfaces

Alex Costanzino

Pierluigi Zama Ramirez

Matteo Poggi

Fabio Tosi

Stefano Mattoccia

...

2023

Completionformer: Depth completion with convolutions and vision transformers

Youmin Zhang

Xianda Guo

Matteo Poggi

Zheng Zhu

Guan Huang

...

2023

See List of Professors in Stefano Mattoccia University(Università degli Studi di Bologna)

Co-Authors

H-index: 30
Matteo Poggi

Matteo Poggi

Università degli Studi di Bologna

H-index: 22
Fabio Tosi

Fabio Tosi

Università degli Studi di Bologna

H-index: 13
Filippo Aleotti

Filippo Aleotti

Università degli Studi di Bologna

H-index: 5
Youmin Zhang

Youmin Zhang

Università degli Studi di Bologna

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