Publications
2014
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One Millisecond Face Alignment with an Ensemble of Regression Trees
V. Kazemi and J. Sullivan,
In Proc. IEEE Computer Vision and Pattern Recognition (CVPR 2014), Ohio, USA, June 2014.
PDF coming soon -
Estimating Attention in Exhibitions Using Wearable Cameras
A. Sharif Razavian, O. Aghazadeh, J. Sullivan, and S. Carlsson,
In Proc. International Conference on Pattern Recognition (ICPR 2014), Stockholm, Sweden, August 2014.
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A topological framework for training Latent Variable Models
H. Maboudi Afkham, C. H. Ek and S. Carlsson,
In Proc. International Conference on Pattern Recognition (ICPR 2014), Stockholm, Sweden, August 2014.
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Initialization framework for latent variable models
H. Maboudi Afkham, C. H. Ek and S. Carlsson,
In Proc. 3rd International Conf. on Pattern Recognition Applications and Methods (ICPRAM 2014) , Angers, France, March 2014.
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Gradual improvement of image descriptor quality
H. Maboudi Afkham, C. H. Ek and S. Carlsson,
In Proc. 3rd International Conf. on Pattern Recognition Applications and Methods (ICPRAM 2014) , Angers, France, March 2014.
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CNN Features off-the-shelf: an Astounding Baseline for Recognition
A. Sharif Razavian, H. Azizpour, J. Sullivan and S. Carlsson,
In arxiv.
(PDF)
2013
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Extracting the Essential Local Object Characteristics for 3D Object Categorization
M. Madry, H. Maboudi Afkham, C. H. Ek, S. Carlsson and D. Kragic,
In Proc. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2013), Tokyo, Japan, November 2013. -
Properties of Datasets Predict the Performance of Classifiers
O. Aghazadeh and S. Carlsson,
In Proc. IEEE British Machine Vision Conference (BMVC 2013), Bristol, UK, Sept. 2013.
(PDF) -
Multi-view Body Part Recognition with Random Forests
V. Kazemi, M. Burenius, H. Azizpour and J. Sullivan,
In Proc. IEEE British Machine Vision Conference (BMVC 2013), Bristol, UK, Sept. 2013.
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Discriminative tree-basd feature mapping
M. Kobetski and J. Sullivan,
In Proc. IEEE British Machine Vision Conference (BMVC 2013), Bristol, UK, Sept. 2013.
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3D Pictorial Structures for Multiple View Articulated Pose Estimation
M. Burenius, J. Sullivan and S. Carlsson,
In Proc. IEEE Computer Vision and Pattern Recognition (CVPR 2013), Portland, USA, June 2013.
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Apprenticeship learning: transfer of knowledge via dataset augmentation
M. Kobetski and J. Sullivan,
In Proc. 18th Scandinavian Conf. on Image Analysis (SCIA 2013) , Espoo, Finland, June 2013.
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Improving Boosting Performance by Exclusion of Ambiguous Positive Examples
M. Kobetski and J. Sullivan,
In Proc. 2nd International Conf. on Pattern Recognition Applications and Methods (ICPRAM 2013) , Barcelona, Spain, Feb 2013.
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Qualitative Vocabulary Based Descriptor
H. Maboudi Afkham, C. H. Ek and S. Carlsson,
In Proc. 2nd International Conf. on Pattern Recognition Applications and Methods (ICPRAM 2013) , Barcelona, Spain, Feb 2013.
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Adaptive Features for Object Classification
H. Maboudi Afkham, S. Carlsson and J. Sullivan,
In Series on Advances in Intelligent and Soft Computing, Springer, Volume 204, pages 121-133, 2013.
2012
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Multispectral MRI segmentation of age related white matter changes using a cascade of support vector machines
S. Damangir, A. Manzouri, K. Oppedal, S. Carlsson, M.J. Firbank, H. Sonnesyn, O.B. Tysnes, J.T. O'Brien, M.K. Beyer, E. Westman, D. Aarsland, L.O. Wahlund and G. Spulber,
In Journal of Neurological Sciences, Volume 322, Issue 1, pages 211-12, Nov, 2012 -
Object Detection Using Strongly-Supervised Deformable Part Models
H. Azizpour and I. Laptev,
In In Proc. 12th European Conf. on Computer Vision (ECCV 2012) , Florence, Italy, Oct 2012.
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Mixture Component Identification and Learning for Visual Recognition
O. Aghazadeh, H. Azizpour, J. Sullivan and S. Carlsson,
In Proc. 12th European Conf. on Computer Vision (ECCV 2012), Florence, Italy, Oct 2012.
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Using Richer Models for Articulated Pose Estimation of Footballers
V. Kazemi and J. Sullivan,
In Proc. IEEE British Machine Vision Conference (BMVC 2012), Guildford, England, Sept 2012.
(PDF) -
Novelty Detection in Wearable Vision Systems
O. Aghazadeh, J. Sullivan and S. Carlsson,
In Proc. Second IEEE Workshop on Egocentric Vision (in conjunction with CVPR), Rhode Island, USA, June 2012
(PDF extended abstract) -
Multi View Registration for Novelty/Background Separation
O. Aghazadeh, J. Sullivan and S. Carlsson,
In Proc. IEEE Computer Vision and Pattern Recognition (CVPR 2012), Rhode Island, USA, June 2012.
(PDF) -
Improving Feature Level Likelihoods Using Cloud Features
H. Maboudi Afkham, S. Carlsson and J. Sullivan,
In Proc. 1st International Conf. on Pattern Recognition Applications and Methods (ICPRAM 2012), Algarve, Portugal, Feb 2012.
(PDF)
2011
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Motion Capture from Dynamic Orthographic Cameras
M. Burenius, J. Sullivan and S. Carlsson,
In Proc ICCV Workshop on Dynamic Shape Capture and Analysis, Barcelona, Spain, 2011.
(PDF) -
Face Alignment with Part-Based Modeling
V. Kazemi and J. Sullivan,
In Proc. IEEE British Machine Vision Conference (BMVC 2011), Dundee, Scotland, Sept 2011.
(PDF) -
Gated Classifiers: Boosting Under High Intra Class Variation
O. Danielsson, B. Razolzadeh and S. Carlsson,
In Proc. IEEE Computer Vision and Pattern Recognition (CVPR 2011), Colorado Springs, June 2011.
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Novelty Detection from an Ego-Centric Perspective
O. Aghazadeh, J. Sullivan and S. Carlsson,
In Proc. IEEE Computer Vision and Pattern Recognition (CVPR 2011), Colorado Springs, June 2011.
(PDF) -
Generic Object Class Detection using Feature Maps
O. Danielsson, B. Razolzadeh and S. Carlsson,
In Proc. IEEE Scandinavian Conference on Image Analysis (SCIA 2011), Ystad, Sweden, May 2011.
(PDF) -
Human 3D Motion Computation from a Varying Number of Cameras
M. Burenius, J. Sullivan, S. Carlsson and K. Halvorsen,
In Proc. IEEE Scandinavian Conference on Image Analysis (SCIA 2011), Ystad, Sweden, May 2011.
(PDF)
Selected Publications Pre 2011
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Generic Object Class Detection using Boosted Congurations of Oriented Edges
O. Danielsson and S. Carlsson,
In Proc of Asian Conference on Computer Vision (ACCV10), Queenstown, New Zealand, Nov 2010.
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Automatic Learning and Extraction of Multi-Local Features
O. Danielsson, S. Carlsson and J. Sullivan,
In Proc. IEEE International Conference on Computer Vision (ICCV 2009), Kyoto, Japan, 2009
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Shading Models for Illumination and Reflectance Invariant
Shape Detectors
P. Nillius, J. Sullivan and A. Antonis,
In Proc. IEEE Computer Vision and Pattern Recognition (CVPR 2008), Anchorage, June 2008
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Joint Visual Vocabulary for Animal Classification
H. Maboudi Afkham, A. Tavakoli Targhi, J. Eklundh, and A. Pronobis,
In Proceedings of the International Conference on Pattern Recognition (ICPR08), Tampa, FL, USA, December 2008.
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Multi-Target Tracking -- Linking Identities using Bayesian
Network Inference
P. Nillius, J. Sullivan and S. Carlsson,
In Proc. IEEE Computer Vision and Pattern Recognition (CVPR 2006), New York City, June 2006
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Tracking and Labelling of Interacting Multiple
Targets
J. Sullivan and S. Carlsson,
In Proc. 9th European Conf. on Computer Vision (ECCV 2006), 2006.
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Monocular 3D Reconstruction of Human Motion in Long Action Sequences
G. Loy, M. Eriksson, J. Sullivan and S. Carlsson,
In Proc of European Conference on Computer Vision (ECCV 2004), 2004.
(PDF) -
Pose-Based Clustering in Action Sequences
G. Loy, J. Sullivan and S. Carlsson,
Workshop on Higher-Level Knowledge in 3D Modeling & Motion Analysis, 2003.
(PDF) -
Recognizing and Tracking Human Action
J. Sullivan and S. Carlsson.
In Proc of European Conference on Computer Vision (ECCV 2002), 2002.
(PDF)