PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Jakob Verbeek

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Number of EPrints submitted by this user: 50

Semi-supervised dimensionality reduction using pairwise equivalence constraints
Hakan Cevikalp, Jakob Verbeek, Frederic Jurie and Alexander Klaser
In: VISAPP(2008).

Improving People Search Using Query Expansions: How Friends Help To Find People
Thomas Mensink and Jakob Verbeek
In: ECCV(2008).

Category level object segmentation by combining bag-of-words models and Markov Random Fields
Diane Larlus, Jakob Verbeek and Frederic Jurie
(2008) Technical Report. Institut National de Recherche en Informatique et en Automation.

Automatic Face Naming with Caption-based Supervision
Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek and Cordelia Schmid
In: CVPR(2008).

Using High-Level Visual Information for Color Constancy
Joost van de Weijer, Cordelia Schmid and Jakob Verbeek
In: ICCV(2007).

Learning Color Names from Real-World Images
Joost van de Weijer, Cordelia Schmid and Jakob Verbeek
In: CVPR(2007).

Accelerated EM-based clustering of large data sets
Jakob Verbeek, Nikos Vlassis and Jan Nunnink
Data Mining and Knowledge Discovery Volume 13, Number 3, pp. 291-307, 2006.

Gaussian fields for semi-supervised regression and correspondence learning
Jakob Verbeek and Nikos Vlassis
Pattern Recognition Volume 39, Number 10, pp. 1864-1875, 2006.

Learning nonlinear image manifolds by global alignment of local linear models
Jakob Verbeek
IEEE Transactions on Pattern Analysis & Machine Intelligence Volume 28, Number 8, pp. 1236-1250, 2006.

Transformation invariant component analysis for binary images
Zoran Zivkovic and Jakob Verbeek
In: CVPR(2006).

Active appearance-based robot localization using stereo vision
Josep Porta, Jakob Verbeek and Ben Krose
Autonomous Robots Volume 18, Number 1, 2005.

Self-organizing mixture models
Jakob Verbeek, Nikos Vlassis and Ben Krose
Neurocomputing Volume 63, 2005.

Semi-supervised learning with Gaussian fields
Jakob Verbeek and Nikos Vlassis
(2005) Technical Report. University of Amsterdam.

Accelerated greedy mixture learning
Jan Nunnink, Jakob Verbeek and Nikos Vlassis
In: Benelearn(2004).

Gaussian mixture learning from noisy data
Nikos Vlassis and Jakob Verbeek
(2004) Technical Report. University of Amsterdam.

Mixture models for clustering and dimension reduction
Jakob Verbeek
(2004) PhD thesis, University of Amsterdam.

Non-linear CCA and PCA by alignment of local models
Jakob Verbeek, Sam Roweis and Nikos Vlassis
In: NIPS 2003(2004).

Accurate image search using the contextual dissimilarity measure
Herve Jegou, Cordelia Schmid, Hedi Harzallah and Jakob Verbeek
IEEE Transactions on Pattern Analysis & Machine Intelligence 2008.

Learning Color Names for Real-World Applications
Joost van de Weijer, Cordelia Schmid, Jakob Verbeek and Diane Larlus
IEEE Transactions on Image Processing 2009.

TagProp: Discriminative metric learning in nearest neighbor models for image auto-annotation
Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek and Cordelia Schmid
In: ICCV 2009, Kyoto, Japan(2009).

Ranking user-annotated images for multiple query terms
Moray Allan and Jakob Verbeek
In: BMVC 2009, London, UK(2009).

Is that you? Metric learning approaches for face identification
Matthieu Guillaumin, Jakob Verbeek and Cordelia Schmid
In: ICCV 2009, Kyoto, Japan(2009).

INRIA-LEARs participation to ImageCLEF 2009
Matthijs Douze, Matthieu Guillaumin, Thomas Mensink, Cordelia Schmid and Jakob Verbeek
In: CLEF 2009 Workshop, Corfu, Greece(2009).

Modeling Spatial Layout with Fisher Vectors for Image Categorization
Josip Krapac, Jakob Verbeek and Frederic Jurie
In: ICCV 2011, Barcelona, Spain(2011).

Unsupervised Metric Learning for Face Identification in TV Video
Gokberk Cinbis, Jakob Verbeek and Cordelia Schmid
In: ICCV 2011, Barcelona, Spain(2011).

Learning Tree-structured Descriptor Quantizers for Image Categorization
Josip Krapac, Jakob Verbeek and Frederic Jurie
In: BMVC 2011, Dundee, UK(2011).

Spatial Fisher Vectors for Image Categorization
Josip Krapac, Jakob Verbeek and Frederic Jurie
(2011) Technical Report. INRIA.

Region-Based Image Classification with a Latent SVM Model
Oksana Yakhnenko, Jakob Verbeek and Cordelia Schmid
(2011) Technical Report. INRIA.

Learning structured prediction models for interactive image labeling
Thomas Mensink, Jakob Verbeek and Gabriela Csurka
In: CVPR 2011(2011).

Face recognition from caption-based supervision
Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek and Cordelia Schmid
IJCV Volume 96, Number 1, pp. 64-82, 2012.

Face recognition from caption-based supervision
Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek and Cordelia Schmid
(2010) Technical Report. INRIA.

Category level object segmentation by combining bag-of-words models with Dirichlet processes and random fields
Diane Larlus, Jakob Verbeek and Frederic Jurie
IJCV Volume 88, Number 2, pp. 238-253, 2010.

Accurate image search using the contextual dissimilarity measure
Herve Jegou, Cordelia Schmid, Hedi Harzallah and Jakob Verbeek
PAMI Volume 32, Number 1, pp. 2-11, 2010.

Apprentissage de distance pour l'annotation d'images par plus proches voisins
Matthieu Guillaumin, Thomas Mensink, Jakob Verbeek and Cordelia Schmid
In: RFIA 2010(2010).

EP for Efficient Stochastic Control with Obstacles
Thomas Mensink, Jakob Verbeek and Bert Kappen
In: ECAI 2010(2010).

Image Annotation with TagProp on the MIRFLICKR set
Jakob Verbeek, Matthieu Guillaumin, Thomas Mensink and Cordelia Schmid
In: ACM International Conference on Multimedia Information Retrieval(2010).

Improving web-image search results using query-relative classifiers
Josip Krapac, Moray Allan, Jakob Verbeek and Frederic Jurie
In: CVPR 2010(2010).

LEAR and XRCE's participation to Visual Concept Detection Task - ImageCLEF 2010
Thomas Mensink, Gabriela Csurka, Florent Perronnin, Jorge Sanchez and Jakob Verbeek
In: Workshop Cross Language Image Retrieval (ImageCLEF)(2010).

Multimodal semi-supervised learning for image classification
Matthieu Guillaumin, Jakob Verbeek and Cordelia Schmid
In: CVPR 2010(2010).

Multiple instance metric learning from automatically labeled bags of faces
Matthieu Guillaumin, Jakob Verbeek and Cordelia Schmid
In: ECCV 2010(2010).

Trans Media Relevance Feedback for Image Autoannotation
Thomas Mensink, Jakob Verbeek and Gabriela Csurka
In: BMVC 2010(2010).

Color Names
Robert Benavente, maria Vanrell, Cordelia Schmid, Ramon Baldrich, Jakob Verbeek, Diane Larlus and Joost van de weijer
In: Color in Computer Vision (2011) Wiley .

Learning to Rank and Quadratic Assignment
Thomas Mensink, Jakob Verbeek and Tiberio Caetano
In: NIPS Workshop on Discrete Optimization in Machine Learning(2011).

Weighted Transmedia Relevance Feedback for Image Retrieval and Auto-annotation
Thomas Mensink, Jakob Verbeek and Gabriela Csurka
(2011) Technical Report. INRIA.

Tree-structured CRF Models for Interactive Image Labeling
Thomas Mensink, Jakob Verbeek and Gabriela Csurka
IEEE Transactions on Pattern Analysis and Machine Intelligence 2012.

Fusion of speech, faces and text for person identification in TV broadcast
H. Bredin, J. Poignant, M. Tapaswi, G. Fortier, V.-B. Le, T. Napoléon, G. Hua, C. Barras, S. Rosset, L. Besacier, Jakob Verbeek, G. Quenot, Frederic Jurie and E.-H. Kemal
In: ECCV Workshop on Information fusion in Computer Vision for Concept Recognition(2012).

Image categorization using Fisher kernels of non-iid image models
R. Cinbis, Jakob Verbeek and Cordelia Schmid
In: CVPR(2012).

AXES at TRECVid 2012: KIS, INS, and MED
D. Oneata, M. Douze, J. Revaud, J. Schwenninger, D. Potapov, H. Wang, Z. Harchaoui, Jakob Verbeek, Cordelia Schmid, R. Aly, K. Mcguiness, S. Chen, N. O'Connor, Ken Chatfield, O. Parkhi, R. Arandjelovic, Andrew Zisserman, F. Basura and Tinne Tuytelaars
In: TrecVid Workshop(2012).

Metric Learning for Large Scale Image Classification: Generalizing to New Classes at Near-Zero Cost
Thomas Mensink, Jakob Verbeek, Florent Perronnin and Gabriela Csurka
In: ECCV 2012(2012).

Large Scale Metric Learning for Distance-Based Image Classification
Thomas Mensink, Jakob Verbeek, Florent Perronnin and Gabriela Csurka
(2012) Technical Report. INRIA.