Stefano Soatto

22.0k total citations · 7 hit papers
275 papers, 11.0k citations indexed

About

Stefano Soatto is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Aerospace Engineering. According to data from OpenAlex, Stefano Soatto has authored 275 papers receiving a total of 11.0k indexed citations (citations by other indexed papers that have themselves been cited), including 227 papers in Computer Vision and Pattern Recognition, 69 papers in Artificial Intelligence and 51 papers in Aerospace Engineering. Recurrent topics in Stefano Soatto's work include Advanced Vision and Imaging (112 papers), Robotics and Sensor-Based Localization (48 papers) and Advanced Image and Video Retrieval Techniques (47 papers). Stefano Soatto is often cited by papers focused on Advanced Vision and Imaging (112 papers), Robotics and Sensor-Based Localization (48 papers) and Advanced Image and Video Retrieval Techniques (47 papers). Stefano Soatto collaborates with scholars based in United States, Italy and Germany. Stefano Soatto's co-authors include Yanchao Yang, S. Shankar Sastry, Yi Ma, Paolo Favaro, Gianfranco Doretto, Alessandro Chiuso, Anthony Yezzi, Daniel Cremers, Hailin Jin and Andrea Vedaldi and has published in prestigious journals such as Proceedings of the National Academy of Sciences, IEEE Transactions on Pattern Analysis and Machine Intelligence and IEEE Transactions on Automatic Control.

In The Last Decade

Stefano Soatto

267 papers receiving 10.4k citations

Hit Papers

An Invitation to 3-D Vision 2003 2026 2010 2018 2004 2020 2003 2003 2009 200 400 600

Peers

Stefano Soatto
Comparison fields: 5 of 164
  • Computer Vision and Pattern Recognition 8.5k
  • Aerospace Engineering 2.7k
  • Artificial Intelligence 2.1k
  • Media Technology 1.4k
  • Computational Mechanics 791
Replace Carsten Rother with:
Carsten Rother United Kingdom
Thomas Brox Germany
Roberto Cipolla United Kingdom
Vladimir Kolmogorov United Kingdom
Stefan Roth Germany
In So Kweon South Korea
Philip H. S. Torr United Kingdom
Andrew Blake United Kingdom
Alexey Dosovitskiy Germany
Hongdong Li Australia
Carsten Rother United Kingdom View profile →
Citations per field, relative to Stefano Soatto
Stefano Soatto · 1×
Citations per year, relative to Stefano Soatto
Stefano Soatto · 1×

Countries citing papers authored by Stefano Soatto

Since Specialization
Citations

This map shows the geographic impact of Stefano Soatto's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Stefano Soatto with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Stefano Soatto more than expected).

Fields of papers citing papers by Stefano Soatto

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Stefano Soatto. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Stefano Soatto. The network helps show where Stefano Soatto may publish in the future.

Co-authorship network of co-authors of Stefano Soatto

This figure shows the co-authorship network connecting the top 25 collaborators of Stefano Soatto. A scholar is included among the top collaborators of Stefano Soatto based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Stefano Soatto. Stefano Soatto is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
# Work Indexed citations
1 77
2
Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction
11
3
Meta-Q-Learning
1
4 2
5 74
6
VOICED: Depth Completion from Inertial Odometry and Vision.
2
7
LaTeS: Latent Space Distillation for Teacher-Student Driving Policy Learning.
5
8
Analysis of universal adversarial perturbations
46
9
Information Dropout: learning optimal representations through noise
7
10
Modeling Visual Representations: Defining Properties and Deep Approximations
1
11
Visual Scene Representations: Sufficiency, Minimality, Invariance and Deep Approximations.
2
12
Visual Scene Representations: Scaling and Occlusion in Convolutional Architectures
1
13 3
14
Observability, Identifiability, Sensitivity and Model Reduction For Vision-Assisted Inertial Navigation.
2
15
Multiple Instance Filtering
1
16
Scalable Dense Large-Scale Mapping and Navigation
3
17
Occlusion Detection and Motion Estimation with Convex Optimization
27
18
Heartbeat of a Nest: Using Imagers as Biological Sensors
4
19
Vision Based Navigation
0
20
Towards Plenoptic Dynamic Textures
4

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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