Frederic Jurie's home page

Frederic Jurie is a professor at the French University of Caen (GREYC - CNRS UMR6072) and associate member of the INRIA-Lear team.

His research interests lie predominately in the area of Computer Vision, particularly with respect to object recognition, image classification and object detection.


QUAERO's visual concepts image dataset can be downloaded [here]


Database of Human Attributes (HAT) is available [here]


OPEN POSITIONS : We have open positions. Please contact us if you want to join us.


Publications

2014

Histograms of Pattern Sets for Image Classification and Object Recognition Winn Voravuthikunchai, Bruno Cremilleux and Frederic Jurie, IEEE Conference on Computer Vision and Pattern Recognition, 2014.

Image re-ranking based on statistics of frequent patterns, Winn Voravuthikunchai, Bruno Cremilleux and Frederic Jurie, ACM International Conference on Multimedia Retrieval, 2014. [pdf] [slides(.key)][slides(.pdf)]

Dating color images with ordinal classification, Paul Martin, Antoine Doucet and Frederic Jurie, ACM International Conference on Multimedia Retrieval, 2014. [pdf]

2013

Expanded Parts Model for Human Attribute and Action Recognition in Still Images, Gaurav Sharma, Frederic Jurie and Cordelia Schmid, CVPR, 2013. [pdf]

A Novel Approach for Efficient SVM Classification with Histogram Intersection Kernel, Gaurav Sharma and Frederic Jurie, BMVC, 2013. [pdf]

Reconstructing faces using RBF regression, Alexis Mignon and Frederic Jurie, BMVC, 2013. [pdf]

Small Target Detection combining Foreground and Background Manifolds S ́ebastien Razakarivony and Frederic Jurie, MVA, 2013. [pdf]

2012

Local Higher-order Statistics (LHS) for Texture Categorization and Facial Analysis, Gaurav Sharma, Sibt ul Hussain and Frederic Jurie, ECCV, 2012. [pdf]

Improving Image Classification using Semantic Attributes, Yu Su and Frederic Jurie, International Journal of Computer Vision (IJCV), 100(1): 59-77, 2012. [pdf]

Discriminative Spatial Saliency for Image Classification, Gaurav Sharma, Frederic Jurie and Cordelia Schmid, CVPR, 2012. [pdf]

PCCA: A New Approach for Distance Learning from Sparse Pairwise Constraints, Alexis Mignon and Frederic Jurie, CVPR, 2012. [pdf]

CMML:  a  New  Metric  Learning  Approach  for Cross  Modal  Matching Alexis Mignon and Frederic Jurie, ACCV, 2012. [pdf]

Learning Compact Visual Attributes for Large-Scale Image Classification, Yu Su, Frederic Jurie, ECCV Workshops, 2012 [pdf]

Local Descriptors Encoded by Fisher Vectors for Person Re-identification, Bingpeng Ma, Yu Su, Frédéric Jurie, ECCV Workshops, 2012. [pdf]

Finding Groups of Duplicate Images in Very Large Datasets, Winn Voravuthikunchai, Bruno Cremilleux and Frederic Jurie, BMVC, 2012. [pdf]

Motion Models that Only Work Sometimes, Cristina Garcia Cifuentes, Marc Sturzel, Frederic Jurie and Gabriel J. Brostow, BMVC, 2012. [pdf]

Face Recognition using Local Quantized Patterns, Sibt ul Hussain, Thibault Napoleon and Frederic Jurie, BMVC, 2012. [pdf]

BiCov: a novel image representation for person re-identification and face verification, Bingpeng Ma, Yu Su and Frederic Jurie, BMVC, 2012. [pdf]

2011

Modeling Spatial Layout with Fisher Vectors for Image Categorization, Josip Krapac, Jakob Verbeek and Frederic Jurie, ICCV, 2011. [pdf]

Visual Word Disambiguation by Semantic Contexts, Yu Su and Frederic Jurie, ICCV, 2011. [pdf]

Learning discriminative spatial representation for image classification, Gaurav Sharma and Frederic Jurie, British Machine Vision Conference, 2011. [pdf]

Combining Bag-of-Words Model, Semantic Contexts and Fisher Vector for ImageCLEF 2011 Photo Annotation Task, Yu Su and Frederic Jurie, ImageCLEF 2011 Working Notes, 2011. [pdf]

Learning Tree-structured Descriptor Quantizers for Image Categorization, Josip Krapac, Jakob Verbeek and Frederic Jurie, British Machine Vision Conference, 2011. [pdf]

2010

Improving object classification using semantic attributes, Yu Su, Moray Allan, Frederic Jurie, British Machine Vision Conference, 2010. [pdf]

Improving web-image search results using query-independent classifiers, J. Krapac, M. Allan, J. Verbeek, F. Jurie, IEEE Conference on Computer Vision and Pattern Recognition, 2010. [pdf]

2009

From Images to Shape Models for Object Detection, V. Ferrari, F. Jurie, and C. Schmid, International Journal of Computer Vision (IJCV), Volume 87, Number 3, pp284, 2010. [pdf]

Category Level Object Segmentation by Combining Bag-of-Words Models with Dirichlet Processes and Random Fields, D. Larlus, J. Verbeek and F. Jurie, International Journal of Computer Vision (IJCV), Volume 88, Number 2, pp238-253, 2010. [pdf]

Combining efficient object localization and image classification, H. Harzallah, F. Jurie and C. Schmid, International Conference on Computer Vision (ICCV), 2009. [pdf]

Learning Shape Prior Models for Object Matching, T. Jiang, F. Jurie and C. Schmid, IEEE Conference on Computer Vision and Pattern Recognition (CVPR'09), 2009. [pdf]

2008

Randomized Clustering Forests for Image Classification, F. Moosmann, E. Nowak, F. Jurie, IEEE Trans. on Pattern Analysis and Machine Intelligence, Volume: 30, Issue: 9, Sept. 2008. [pdf]

Latent Mixture Vocabularies for Object Categorization and Segmentation, D. Larlus, F. Jurie, Journal of Image & Vision Computing - Volume 27, Issue 5, 2009. [pdf]

Combining Appearance Models and Markov Random Fields for Category Level Object Segmentation, D. Larlus, F. Jurie, IEEE Conf. on Computer Vision and Pattern Recognition, 2008. [pdf]

Groups of Adjacent Contour Segments for. Object Detection, V. Ferrari, L. Fevrier, F. Jurie, and C. Schmid, IEEE trans. on PAMI, (30)1:36-51, 2008, [pdf]

Unifying Discriminative Visual Codebook Generation with Classifier Training for Object Category Recognition, L. Yang, R. Jin, R. Sukthankar, and F. Jurie, IEEE Conf. on Computer Vision and Pattern Recognition, 2008. [pdf]

Margin-Based Discriminant Dimensionality Reduction for Visual Recognition, H. Cevikalp, B. Triggs, F. Jurie and R. Polikar, IEEE Conf. on Computer Vision and Pattern Recognition, 2008. [pdf]

2007

Learning Visual Similarity Measures for Comparing Never Seen Objects, E. Nowak and F. Jurie, IEEE Conf. on Computer Vision and Pattern Recognition, 2007. [pdf]

Category Level Object Segmentation, D. Larlus and F. Jurie, International Conference on Computer Vision Theory and Applications, 2007. [pdf]

Accurate object detection with deformable shape models learnt from images, V. Ferrari, F. Jurie and C. Schmid, IEEE Conf. on Computer Vision and Pattern Recognition, 2007. [pdf]

2006

Randomized Clustering Forests for Building Fast and Discriminative Visual Vocabularies, F. Moosmann, B. Triggs, F. Jurie, NIPS'06, 2006. [pdf]

Groups of Adjacent Contour Segments for Object Detection, V. Ferrari, L. Fevrier, F. Jurie, C. Schmid, Technical Report 5980, INRIA - Sep 2006. [pdf]

Latent Mixture Vocabularies for Object Categorization, D. Larlus and F. Jurie, BMVC 2006. [pdf]

Sampling Strategies for Bag-of-Features Image Classification, E. Nowak, F. Jurie, B. Triggs, European Conference on Computer Vision, 2006. [pdf]

Learning Saliency Maps for Object Categorization, E. Nowak and F. Jurie, ECCV International Workshop on The Representation and Use of Prior Knowledge in Vision - 2006. [pdf]

2005

Creating Efficient Codebooks for Visual Recognition, F. Jurie and B. Triggs, IEEE Int. Conference on Computer Vision, 2005. [pdf]

Learned Color Constancy From Local Correspondences, T. Moerland and F. Jurie, IEEE ICME, 2005. [pdf]

Tracking 3D Object using Flexible Model, L. Masson, M. Dhome and F. Jurie, BMVC, 2005.[pdf]

2004

Scale-invariant shape features for recognition of object categories, F. Jurie and C. Schmid, IEEE Int. Conference on Computer Vision and Pattern Recognition, 2004. [pdf]