Jakob J. Verbeek

Publication Activity (10 Years)

Years Active: 2001-2017
Publications (10 Years): 10

Top Venues

CoRR

Int. J. Comput. Vis.

IEEE Trans. Pattern Anal. Mach. Intell.

CVPR

University of Amsterdam, Netherlands (PHD)

Education History

University of Amsterdam, Netherlands

PHD

Publications

Ramazan Gokberk Cinbis, Jakob J. Verbeek, Cordelia Schmid
Weakly Supervised Object Localization with Multi-Fold Multiple Instance Learning. IEEE Trans. Pattern Anal. Mach. Intell. 39 (1) (2017)
Natalia Neverova, Pauline Luc, Camille Couprie, Jakob J. Verbeek, Yann LeCun
Predicting Deeper into the Future of Semantic Segmentation. CoRR (2017)
Ramazan Gokberk Cinbis, Jakob J. Verbeek, Cordelia Schmid
Approximate Fisher Kernels of Non-iid Image Models for Image Categorization. IEEE Trans. Pattern Anal. Mach. Intell. 38 (6) (2016)
Heng Wang, Dan Oneata, Jakob J. Verbeek, Cordelia Schmid
A Robust and Efficient Video Representation for Action Recognition. Int. J. Comput. Vis. 119 (3) (2016)
Matthijs Douze, Jérôme Revaud, Jakob J. Verbeek, Hervé Jégou, Cordelia Schmid
Circulant Temporal Encoding for Video Retrieval and Temporal Alignment. Int. J. Comput. Vis. 119 (3) (2016)
Valentina Zadrija, Josip Krapac, Jakob J. Verbeek, Sinisa Segvic
Patch-Level Spatial Layout for Classification and Weakly Supervised Localization. GCPR (2015)
Ramazan Gokberk Cinbis, Jakob J. Verbeek, Cordelia Schmid
Weakly Supervised Object Localization with Multi-fold Multiple Instance Learning. CoRR (2015)
Ramazan Gokberk Cinbis, Jakob J. Verbeek, Cordelia Schmid
Approximate Fisher Kernels of non-iid Image Models for Image Categorization. CoRR (2015)
Matthijs Douze, Jérôme Revaud, Jakob J. Verbeek, Hervé Jégou, Cordelia Schmid
Circulant temporal encoding for video retrieval and temporal alignment. CoRR (2015)
Heng Wang, Dan Oneata, Jakob J. Verbeek, Cordelia Schmid
A robust and efficient video representation for action recognition. CoRR (2015)
Dan Oneata, Jakob J. Verbeek, Cordelia Schmid
Efficient Action Localization with Approximately Normalized Fisher Vectors. CVPR (2014)
Ramazan Gokberk Cinbis, Jakob J. Verbeek, Cordelia Schmid
Multi-fold MIL Training for Weakly Supervised Object Localization. CVPR (2014)
Dan Oneata, Jérôme Revaud, Jakob J. Verbeek, Cordelia Schmid
Spatio-temporal Object Detection Proposals. ECCV (3) (2014)
Dan Oneata, Jakob J. Verbeek, Cordelia Schmid
Action and Event Recognition with Fisher Vectors on a Compact Feature Set. ICCV (2013)
Hervé Bredin, Johann Poignant, Guillaume Fortier, Makarand Tapaswi, Viet Bac Le, Anindya Roy, Claude Barras, Sophie Rosset, Achintya Kumar Sarkar, Qian Yang, Hua Gao, Alexis Mignon, Jakob J. Verbeek, Laurent Besacier, Georges Quénot, Hazim Kemal Ekenel, Rainer Stiefelhagen
QCompere @ REPERE 2013. SLAM@INTERSPEECH (2013)
Jorge Sánchez, Florent Perronnin, Thomas Mensink, Jakob J. Verbeek
Image Classification with the Fisher Vector: Theory and Practice. Int. J. Comput. Vis. 105 (3) (2013)
Thomas Mensink, Jakob J. Verbeek, Gabriela Csurka
Tree-Structured CRF Models for Interactive Image Labeling. IEEE Trans. Pattern Anal. Mach. Intell. 35 (2) (2013)
Thomas Mensink, Jakob J. Verbeek, Florent Perronnin, Gabriela Csurka
Distance-Based Image Classification: Generalizing to New Classes at Near-Zero Cost. IEEE Trans. Pattern Anal. Mach. Intell. 35 (11) (2013)
Ramazan Gokberk Cinbis, Jakob J. Verbeek, Cordelia Schmid
Segmentation Driven Object Detection with Fisher Vectors. ICCV (2013)
Hervé Bredin, Johann Poignant, Makarand Tapaswi, Guillaume Fortier, Viet Bac Le, Thibault Napoléon, Hua Gao, Claude Barras, Sophie Rosset, Laurent Besacier, Jakob J. Verbeek, Georges Quénot, Frédéric Jurie, Hazim Kemal Ekenel
Fusion of Speech, Faces and Text for Person Identification in TV Broadcast. ECCV Workshops (3) (2012)
Thomas Mensink, Jakob J. Verbeek, Florent Perronnin, Gabriela Csurka
Metric Learning for Large Scale Image Classification: Generalizing to New Classes at Near-Zero Cost. ECCV (2) (2012)
Ramazan Gokberk Cinbis, Jakob J. Verbeek, Cordelia Schmid
Image categorization using Fisher kernels of non-iid image models. CVPR (2012)
Matthieu Guillaumin, Thomas Mensink, Jakob J. Verbeek, Cordelia Schmid
Face Recognition from Caption-Based Supervision. Int. J. Comput. Vis. 96 (1) (2012)
Josip Krapac, Jakob J. Verbeek, Frédéric Jurie
Learning Tree-structured Quantizers for Image Categorization. BMVC (2011)
Thomas Mensink, Jakob J. Verbeek, Gabriela Csurka
Learning structured prediction models for interactive image labeling. CVPR (2011)
Josip Krapac, Jakob J. Verbeek, Frédéric Jurie
Modeling spatial layout with fisher vectors for image categorization. ICCV (2011)
Ramazan Gokberk Cinbis, Jakob J. Verbeek, Cordelia Schmid
Unsupervised metric learning for face identification in TV video. ICCV (2011)
Matthieu Guillaumin, Jakob J. Verbeek, Cordelia Schmid
Multiple Instance Metric Learning from Automatically Labeled Bags of Faces. ECCV (1) (2010)
Josip Krapac, Moray Allan, Jakob J. Verbeek, Frédéric Jurie
Improving web image search results using query-relative classifiers. CVPR (2010)
Thomas Mensink, Jakob J. Verbeek, Bert Kappen
EP for Efficient Stochastic Control with Obstacles. ECAI (2010)
Matthieu Guillaumin, Jakob J. Verbeek, Cordelia Schmid
Multimodal semi-supervised learning for image classification. CVPR (2010)
Thomas Mensink, Gabriela Csurka, Florent Perronnin, Jorge Sánchez, Jakob J. Verbeek
LEAR and XRCE's Participation to Visual Concept Detection Task - ImageCLEF 2010. CLEF (Notebook Papers/LABs/Workshops) (2010)
Hervé Jégou, Cordelia Schmid, Hedi Harzallah, Jakob J. Verbeek
Accurate Image Search Using the Contextual Dissimilarity Measure. IEEE Trans. Pattern Anal. Mach. Intell. 32 (1) (2010)
Thomas Mensink, Jakob J. Verbeek, Gabriela Csurka
Trans Media Relevance Feedback for Image Autoannotation. BMVC (2010)
Jakob J. Verbeek, Matthieu Guillaumin, Thomas Mensink, Cordelia Schmid
Image annotation with tagprop on the MIRFLICKR set. Multimedia Information Retrieval (2010)
Diane Larlus, Jakob J. Verbeek, Frédéric Jurie
Category Level Object Segmentation by Combining Bag-of-Words Models with Dirichlet Processes and Random Fields. Int. J. Comput. Vis. 88 (2) (2010)
Matthieu Guillaumin, Thomas Mensink, Jakob J. Verbeek, Cordelia Schmid
TagProp: Discriminative metric learning in nearest neighbor models for image auto-annotation. ICCV (2009)
Moray Allan, Jakob J. Verbeek
Ranking User-annotated Images for Multiple Query Terms. BMVC (2009)
Matthieu Guillaumin, Jakob J. Verbeek, Cordelia Schmid
Is that you? Metric learning approaches for face identification. ICCV (2009)
Joost van de Weijer, Cordelia Schmid, Jakob J. Verbeek, Diane Larlus
Learning Color Names for Real-World Applications. IEEE Trans. Image Process. 18 (7) (2009)
Matthijs Douze, Matthieu Guillaumin, Thomas Mensink, Cordelia Schmid, Jakob J. Verbeek
INRIA-LEAR's Participation in ImageCLEF 2009. CLEF (Working Notes) (2009)
Thomas Mensink, Jakob J. Verbeek
Improving People Search Using Query Expansions. ECCV (2) (2008)
Matthieu Guillaumin, Thomas Mensink, Jakob J. Verbeek, Cordelia Schmid
Automatic face naming with caption-based supervision. CVPR (2008)
Hakan Cevikalp, Jakob J. Verbeek, Frédéric Jurie, Alexander Kläser
Semi-Supervised Dimensionality Reduction Using Pairwise Equivalence Constraints. VISAPP (1) (2008)
Joost van de Weijer, Cordelia Schmid, Jakob J. Verbeek
Using High-Level Visual Information for Color Constancy. ICCV (2007)
Joost van de Weijer, Cordelia Schmid, Jakob J. Verbeek
Learning Color Names from Real-World Images. CVPR (2007)
Jakob J. Verbeek, Bill Triggs
Scene Segmentation with CRFs Learned from Partially Labeled Images. NIPS (2007)
Jakob J. Verbeek, Bill Triggs
Region Classification with Markov Field Aspect Models. CVPR (2007)
Zoran Zivkovic, Jakob J. Verbeek
Transformation invariant component analysis for binary images. CVPR (1) (2006)
Jakob J. Verbeek
Learning Nonlinear Image Manifolds by Global Alignment of Local Linear Models. IEEE Trans. Pattern Anal. Mach. Intell. 28 (8) (2006)
Jakob J. Verbeek, Nikos A. Vlassis
Gaussian fields for semi-supervised regression and correspondence learning. Pattern Recognit. 39 (10) (2006)
Jakob J. Verbeek, Jan Nunnink, Nikos A. Vlassis
Accelerated EM-based clustering of large data sets. Data Min. Knowl. Discov. 13 (3) (2006)
Josep M. Porta, Jakob J. Verbeek, Ben J. A. Kröse
Active Appearance-Based Robot Localization Using Stereo Vision. Auton. Robots 18 (1) (2005)
Jakob J. Verbeek, Nikos A. Vlassis, Ben J. A. Kröse
Self-organizing mixture models. Neurocomputing 63 (2005)
Jakob J. Verbeek, Nikos A. Vlassis, Ben J. A. Kröse
Self-Organization by Optimizing Free-Energy. ESANN (2003)
Jakob J. Verbeek, Sam T. Roweis, Nikos A. Vlassis
Non-linear CCA and PCA by Alignment of Local Models. NIPS (2003)
Jakob J. Verbeek, Nikos A. Vlassis, Ben J. A. Kröse
Efficient Greedy Learning of Gaussian Mixture Models. Neural Comput. 15 (2) (2003)
Josep M. Porta, Jakob J. Verbeek, Ben J. A. Kröse
Enhancing appearance-based robot localization using sparse disparity maps. IROS (2003)
Aristidis Likas, Nikos A. Vlassis, Jakob J. Verbeek
The global k-means clustering algorithm. Pattern Recognit. 36 (2) (2003)
Jakob J. Verbeek, Nikos A. Vlassis, Ben J. A. Kröse
Fast nonlinear dimensionality reduction with topology representing networks. ESANN (2002)
Jakob J. Verbeek, Nikos A. Vlassis, Ben J. A. Kröse
-segments algorithm for finding principal curves. Pattern Recognit. Lett. 23 (8) (2002)
Jakob J. Verbeek, Nikos A. Vlassis, Ben J. A. Kröse
Coordinating Principal Component Analyzers. ICANN (2002)
Jakob J. Verbeek, Nikos A. Vlassis, Ben J. A. Kröse
A Soft k-Segments Algorithm for Principal Curves. ICANN (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jakob J. Verbeek