World's Best Scientists 2026 revealed!

D-Index & Metrics

Engineering and Technology

D-Index
36
Citations
12399
World Ranking
8542
National Ranking
85

Overview

Stefan Carlsson is affiliated with the Royal Institute of Technology in Sweden. Their research activities primarily focus on the field of Computer Science, with particular emphasis on Artificial Intelligence and Computer Vision and Pattern Recognition.

The main research topics covered in Carlsson's work include:

  • Domain Adaptation and Few-Shot Learning
  • Advanced Neural Network Applications
  • Anomaly Detection Techniques and Applications

Carlsson has contributed to notable recent papers such as:

  • "Hyperplane Arrangements of Trained ConvNets Are Biased," published in 2020 in arXiv (Cornell University)
  • "In Memoriam: Jan-Olof Eklundh," published in 2022 in IEEE Transactions on Pattern Analysis and Machine Intelligence

Their frequent co-authors include:

  • Hossein Azizpour
  • Mårten Björkman
  • Matteo Gamba
  • Atsuto Maki
  • Danica Kragic

The primary venues where Carlsson's work has appeared are:

  • arXiv (Cornell University)
  • IEEE Transactions on Pattern Analysis and Machine Intelligence

Best Publications

  • CNN Features Off-the-Shelf: An Astounding Baseline for Recognition

    Ali Sharif Razavian;Hossein Azizpour;Josephine Sullivan;Stefan Carlsson

  • IEEE/RSJ International Conference on Intelligent Robots and Systems

    Marianna Madry;Heydar Maboudi Afkham;Carl Henrik Ek;Stefan Carlsson

  • From generic to specific deep representations for visual recognition

    Hossein Azizpour;Ali Sharif Razavian;Josephine Sullivan;Atsuto Maki

  • Visual Instance Retrieval with Deep Convolutional Networks

    Ali Sharif Razavian;Josephine Sullivan;Stefan Carlsson;Atsuto Maki

  • Factors of Transferability for a Generic ConvNet Representation

    Hossein Azizpour;Ali Sharif Razavian;Josephine Sullivan;Atsuto Maki

  • On the determination of residual stress and strain fields by sharp indentation testing.: Part I: theoretical and numerical analysis

    S. Carlsson;Per-Lennart Larsson

  • Sketch based coding of grey level images

    Stefan Carlsson

  • Recognizing and Tracking Human Action

    Josephine Sullivan;Stefan Carlsson

  • On the determination of residual stress and strain fields by sharp indentation testing.: Part II: experimental investigation

    S. Carlsson;Per-Lennart Larsson

  • Multi-Target Tracking - Linking Identities using Bayesian Network Inference

    P. Nillius;J. Sullivan;S. Carlsson

  • Action Recognition by Shape Matching to Key Frames

    Stefan Carlsson;Josephine Sullivan

  • 3D Pictorial Structures for Multiple View Articulated Pose Estimation

    Magnus Burenius;Josephine Sullivan;Stefan Carlsson

  • Wide Baseline Point Matching Using Affine Invariants Computed from Intensity Profiles

    Dennis Tell;Stefan Carlsson

  • Object detection using model-based prediction and motion parallax

    Stefan Carlsson;Jan-Olof Eklundh

  • Combining Appearance and Topology for Wide Baseline Matching

    Dennis Tell;Stefan Carlsson

  • A Baseline for Visual Instance Retrieval with Deep Convolutional Networks

    Ali Sharif Razavian;Josephine Sullivan;Atsuto Maki;Stefan Carlsson

  • International Conference on Pattern Recognition

    Heydar Maboudi Afkham;Carl Henrik Ek;Stefan Carlsson

  • Linear Multi View Reconstruction and Camera Recovery Using a Reference Plane

    Carsten Rother;Stefan Carlsson

  • On Microindentation of Viscoelastic Polymers

    P.-L. Larsson;S. Carlsson

  • Tracking and labelling of interacting multiple targets

    Josephine Sullivan;Stefan Carlsson

  • Visual instance retrieval with deep convolutional networks

    Ali Sharif Razavian;Josephine Sullivan;Atsuto Maki;Stefan Carlsson

  • Symmetry in Perspective

    Stefan Carlsson

Frequent Co-Authors

Carsten Rother
Carsten Rother Heidelberg University
Danica Kragic
Danica Kragic Royal Institute of Technology
Andrew Zisserman
Andrew Zisserman University of Oxford
Daphna Weinshall
Daphna Weinshall Hebrew University of Jerusalem
Tony Lindeberg
Tony Lindeberg Royal Institute of Technology
Eric Westman
Eric Westman Karolinska Institute
Michael J. Firbank
Michael J. Firbank Newcastle University
John T. O'Brien
John T. O'Brien University of Cambridge
Dag Aarsland
Dag Aarsland King's College London
Lars-Olof Wahlund
Lars-Olof Wahlund Karolinska Institute

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