Stefan Carlsson

Publication Activity (10 Years)

Years Active: 1984-2022
Publications (10 Years): 6

Top Topics

Latent Variable Models

Convolutional Neural Networks

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Atsuto Maki, Danica Kragic, Hedvig Kjellström, Hossein Azizpour, Josephine Sullivan, Mårten Björkman, Patric Jensfelt, Stefan Carlsson, Tony Lindeberg, Yngve Sundblad
In Memoriam: Jan-Olof Eklundh. IEEE Trans. Pattern Anal. Mach. Intell. 44 (9) (2022)
Matteo Gamba, Stefan Carlsson, Hossein Azizpour, Mårten Björkman
Hyperplane Arrangements of Trained ConvNets Are Biased. CoRR (2020)
Matteo Gamba, Hossein Azizpour, Stefan Carlsson, Mårten Björkman
On the Geometry of Rectifier Convolutional Neural Networks. ICCV Workshops (2019)
Stefan Carlsson
Geometry of Deep Convolutional Networks. CoRR (2019)
Stefan Carlsson, Hossein Azizpour, Ali Sharif Razavian, Josephine Sullivan, Kevin Smith
The Preimage of Rectifier Network Activities. ICLR (Workshop) (2017)
Hossein Azizpour, Ali Sharif Razavian, Josephine Sullivan, Atsuto Maki, Stefan Carlsson
Factors of Transferability for a Generic ConvNet Representation. IEEE Trans. Pattern Anal. Mach. Intell. 38 (9) (2016)
Hossein Azizpour, Ali Sharif Razavian, Josephine Sullivan, Atsuto Maki, Stefan Carlsson
From generic to specific deep representations for visual recognition. CVPR Workshops (2015)
Hossein Azizpour, Mostafa Arefiyan, Sobhan Naderi Parizi, Stefan Carlsson
Spotlight the Negatives: A Generalized Discriminative Latent Model. CoRR (2015)
Ali Sharif Razavian, Josephine Sullivan, Atsuto Maki, Stefan Carlsson
Visual Instance Retrieval with Deep Convolutional Networks. ICLR (Workshop) (2015)
Hossein Azizpour, Mostafa Arefiyan, Sobhan Naderi Parizi, Stefan Carlsson
Spotlight the Negatives: A Generalized Discriminative Latent Model. BMVC (2015)
Ali Sharif Razavian, Hossein Azizpour, Atsuto Maki, Josephine Sullivan, Carl Henrik Ek, Stefan Carlsson
Persistent Evidence of Local Image Properties in Generic ConvNets. SCIA (2015)
Omid Aghazadeh, Stefan Carlsson
Large Scale, Large Margin Classification using Indefinite Similarity Measures. CoRR (2014)
Heydar Maboudi Afkham, Carl Henrik Ek, Stefan Carlsson
A Topological Framework for Training Latent Variable Models. ICPR (2014)
Ali Sharif Razavian, Hossein Azizpour, Atsuto Maki, Josephine Sullivan, Carl Henrik Ek, Stefan Carlsson
Persistent Evidence of Local Image Properties in Generic ConvNets. CoRR (2014)
Ali Sharif Razavian, Omid Aghazadeh, Josephine Sullivan, Stefan Carlsson
Estimating Attention in Exhibitions Using Wearable Cameras. ICPR (2014)
Ali Sharif Razavian, Hossein Azizpour, Josephine Sullivan, Stefan Carlsson
CNN Features off-the-shelf: an Astounding Baseline for Recognition. CoRR (2014)
Ali Sharif Razavian, Hossein Azizpour, Josephine Sullivan, Stefan Carlsson
CNN Features Off-the-Shelf: An Astounding Baseline for Recognition. CVPR Workshops (2014)
Hossein Azizpour, Stefan Carlsson
Self-tuned Visual Subclass Learning with Shared Samples An Incremental Approach. CoRR (2014)
Heydar Maboudi Afkham, Carl Henrik Ek, Stefan Carlsson
Gradual Improvement of Image Descriptor Quality. ICPRAM (2014)
Hossein Azizpour, Ali Sharif Razavian, Josephine Sullivan, Atsuto Maki, Stefan Carlsson
From Generic to Specific Deep Representations for Visual Recognition. CoRR (2014)
Heydar Maboudi Afkham, Carl Henrik Ek, Stefan Carlsson
Initialization Framework for Latent Variable Models. ICPRAM (2014)
Magnus Burenius, Josephine Sullivan, Stefan Carlsson
3D Pictorial Structures for Multiple View Articulated Pose Estimation. CVPR (2013)
Heydar Maboudi Afkham, Carl Henrik Ek, Stefan Carlsson
Qualitative Vocabulary based Descriptor. ICPRAM (2013)
Omid Aghazadeh, Stefan Carlsson
Properties of Datasets Predict the Performance of Classifiers. BMVC (2013)
Marianna Madry, Heydar Maboudi Afkham, Carl Henrik Ek, Stefan Carlsson, Danica Kragic
Extracting essential local object characteristics for 3D object categorization. IROS (2013)
Omid Aghazadeh, Josephine Sullivan, Stefan Carlsson
Multi view registration for novelty/background separation. CVPR (2012)
Heydar Maboudi Afkham, Stefan Carlsson, Josephine Sullivan
Improving Feature Level Likelihoods using Cloud Features. ICPRAM (2) (2012)
Omid Aghazadeh, Hossein Azizpour, Josephine Sullivan, Stefan Carlsson
Mixture Component Identification and Learning for Visual Recognition. ECCV (6) (2012)
Oscar M. Danielsson, Babak Rasolzadeh, Stefan Carlsson
Gated classifiers: Boosting under high intra-class variation. CVPR (2011)
Magnus Burenius, Josephine Sullivan, Stefan Carlsson, Kjartan Halvorsen
Human 3D Motion Computation from a Varying Number of Cameras. SCIA (2011)
Oscar M. Danielsson, Stefan Carlsson
Generic Object Class Detection Using Feature Maps. SCIA (2011)
Oscar M. Danielsson, Stefan Carlsson
Projectable classifiers for multi-view object class recognition. ICCV Workshops (2011)
Omid Aghazadeh, Josephine Sullivan, Stefan Carlsson
Novelty detection from an ego-centric perspective. CVPR (2011)
Magnus Burenius, Josephine Sullivan, Stefan Carlsson
Motion capture from dynamic orthographic cameras. ICCV Workshops (2011)
Oscar M. Danielsson, Stefan Carlsson
Generic Object Class Detection Using Boosted Configurations of Oriented Edges. ACCV (2) (2010)
Oscar M. Danielsson, Stefan Carlsson, Josephine Sullivan
Automatic learning and extraction of multi-local features. ICCV (2009)
Oscar M. Danielsson, Stefan Carlsson, Josephine Sullivan
Object Detection Using Multi-local Feature Manifolds. DICTA (2008)
Josephine Sullivan, Oscar M. Danielsson, Stefan Carlsson
Exploiting Part-Based Models and Edge Boundaries for Object Detection. DICTA (2008)
Josephine Sullivan, Stefan Carlsson
Tracking and Labelling of Interacting Multiple Targets. ECCV (3) (2006)
Peter Nillius, Josephine Sullivan, Stefan Carlsson
Multi-Target Tracking - Linking Identities using Bayesian Network Inference. CVPR (2) (2006)
Martin Eriksson, Stefan Carlsson
Monocular Reconstruction of Human Motion by Qualitative Selection. FGR (2004)
Johan Thureson, Stefan Carlsson
Appearance Based Qualitative Image Description for Object Class Recognition. ECCV (2) (2004)
Gareth Loy, Martin Eriksson, Josephine Sullivan, Stefan Carlsson
Monocular 3D Reconstruction of Human Motion in Long Action Sequences. ECCV (4) (2004)
Martin Eriksson, Stefan Carlsson
Maximizing Validity in 2D Motion Analysis. ICPR (2) (2004)
Martin Eriksson, Stefan Carlsson
Qualitative Characterization and Use of Prior Information. SCIA (2003)
Martin Eriksson, Stefan Carlsson
Carving Prior Manifolds Using Inequalities. CVPR Workshops (2003)
Stefan Carlsson
Recognizing Walking People. Int. J. Robotics Res. 22 (6) (2003)
Gareth Loy, Josephine Sullivan, Stefan Carlsson
Pose-Based Clustering in Action Sequences. HLK (2003)
David Liebowitz, Stefan Carlsson
Uncalibrated Motion Capture Exploiting Articulated Structure Constraints. Int. J. Comput. Vis. 51 (3) (2003)
Johan Thuresson, Stefan Carlsson
Finding Object Categories in Cluttered Images Using Minimal Shape Prototypes. SCIA (2003)
Josephine Sullivan, Stefan Carlsson
Recognizing and Tracking Human Action. ECCV (1) (2002)
Dennis Tell, Stefan Carlsson
Combining Appearance and Topology for Wide Baseline Matching. ECCV (1) (2002)
Carsten Rother, Stefan Carlsson
Linear Multi View Reconstruction with Missing Data. ECCV (2) (2002)
Josephine Sullivan, Martin Eriksson, Stefan Carlsson
Recognition, Tracking, and Reconstruction of Human Motion. AMDO (2002)
Carsten Rother, Stefan Carlsson
Linear Multi View Reconstruction and Camera Recovery Using a Reference Plane. Int. J. Comput. Vis. 49 (2-3) (2002)
Carsten Rother, Stefan Carlsson, Dennis Tell
Projective Factorization of Planes and Cameras in Multiple Views. ICPR (2) (2002)
David Liebowitz, Stefan Carlsson
Uncalibrated Motion Capture Exploiting Articulated Structure Constraints. ICCV (2001)
Carsten Rother, Stefan Carlsson
Linear Multi View Reconstruction and Camera Recovery. ICCV (2001)
Stefan Carlsson
Recognizing Walking People. ECCV (1) (2000)
Dennis Tell, Stefan Carlsson
Wide Baseline Point Matching Using Affine Invariants Computed from Intensity Profiles. ECCV (1) (2000)
Daniel Svedberg, Stefan Carlsson
Calibration, pose and novel views from single images of constrained scenes. Pattern Recognit. Lett. 21 (13-14) (2000)
Stefan Carlsson
Order Structure, Correspondence, and Shape Based Categories. Shape, Contour and Grouping in Computer Vision (1999)
Stefan Carlsson
Symmetry in Perspective. ECCV (1) (1998)
Stefan Carlsson, Daphna Weinshall
Dual Computation of Projective Shape and Camera Positions from Multiple Images. Int. J. Comput. Vis. 27 (3) (1998)
Stefan Carlsson
Projectively invariant decomposition and recognition of planar shapes. Int. J. Comput. Vis. 17 (2) (1996)
Stefan Carlsson
Combinatorial Geometry for Shape Representation and Indexing. Object Representation in Computer Vision (1996)
John C. Clarke, Stefan Carlsson, Andrew Zisserman
Detecting and Tracking Linear Features Efficiently. BMVC (1996)
Stefan Carlsson, Roger Mohr, Theo Moons, Luce Morin, Charlie Rothwell, Marc Van Diest, Luc Van Gool, Francoise Veillon, Andrew Zisserman
Semi-local projective invariants for the recognition of smooth plane curves. Int. J. Comput. Vis. 19 (3) (1996)
Stefan Carlsson
Sufficient Image Structure for 3-D Motion and Shape Estimation. ECCV (1) (1994)
Stefan Carlsson
Relative positioning from model indexing. Image Vis. Comput. 12 (3) (1994)
Stefan Carlsson
The Dou8ble Algebra: An Effective Tool for Computing Invariants in Computer Vision. Applications of Invariance in Computer Vision (1993)
Stefan Carlsson
Projectively invariant decomposition and recognition of planar shapes. ICCV (1993)
Stefan Carlsson
Relative Positioning from Model Indexing. BMVC (1993)
Fredrik Bergholm, Stefan Carlsson
A "theory" of optical flow. CVGIP Image Underst. 53 (2) (1991)
Stefan Carlsson, Jan-Olof Eklundh
Object detection using model based prediction and motion parallax. ECCV (1990)
Stefan Carlsson
Information In The Geometric Structure Of Retinal Flow Fields. ICCV (1988)
Stefan Carlsson, Christian Reillo
Contour based representation of the displacement field for motion compensated image coding. ICASSP (1986)
Stefan Carlsson, Lars-Henning Zetterberg
Tree Searching For DPCM Image Coding. ICC (1) (1984)