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Publications
Iterative Quantization: A procrustean Approach to Learning Binary Codes for Large-Scale Image Retrieval
Published in IEEE Transactions on Pattern Analysis and Machine Intelligence, special issue of best CVPR papers.
Large-Scale Document Image Retrieval and Classification with Runlength Histograms
Published in Pattern Recognition
Asymmetric Distances for Binary Embeddings
Published in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
LEWIS: Latent Embeddings for Word Images and their Semantics
International Conference on Computer Vision (ICCV), Santiago de Chile, Chile, 11-18 December, 2015
Deep Fishing: Gradient Features from Deep Nets
26th British Machine Vision Conference, Swansea, UK, 7-10 September, 2015
Fisher Vectors Meet Neural Networks: A Hybrid Classification Architecture
CVPR, Boston, USA, 7-12 June, 2015
A Machine Learning Approach To Vehicle Occupancy Detection
17th Int. IEEE Conference on Intelligent Transportation Systems, Qingdao, China, 8-11 October, 2014
Generalized Max Pooling
27th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colombus, USA, 24-27 June, 2014
Transformation Pursuit for Image Classification
27th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Colombus, USA, 24-27 June, 2014
Attribute-Based Classification with Label-Embedding
Neural Information Processing Systems Conference and Workshops, Lake Tahoe, Nevada, USA, 5-10 December, 2013
Learning Beautiful (and Ugly) Attributes
24th British Machine Vision Conference (BMVC), Bristol, UK, 9 - 13 September 2013
Label Embedding for Text Recognition
24th British Machine Vision Conference, Bristol, UK, 9-13 September, 2013
Image Classification with the Fisher Vector: Theory and Practice
International Journal of Computer Vision
Evaluation Automatique de la Qualité Esthétique des Photographies à l’aide de Descripteurs d’Image Génériques
Conférence Reconnaissance des Formes et Intelligence Artificielle, Lyon, France, January 24-27, 2012.
Towards Automatic Concept transfer
NPAR : Non-photorealistic Animation and Rendering, Vancouver, Canada, August 5-7, 2011.
Fisher Vectors for Fine-Grained Visual Categorization
CVPR, Colorado Springs, June 20,24,25, 2011.
Assessing the Aesthetic Quality of Photographs using Generic Image Descriptors
ICCV, Barcelona, Spain, 6-13 November, 2011.
Spatial Extensions of the Fisher Vector Representation
ICCV, 13th International Conference on Computer Vision, Barcelona, Spain, 6-13 November 2011.
High-Dimensional Signature Compression for Large-Scale Image Classification
IEEE Computer Vision and Pattern Recognition (CVPR),Colorado Springs,USA,June 21-23,2011
The Fisher Kernel: A Versatile Tool for Visual Pattern Analysis
IEVC (Image Electronics and Visual Computing), Nice, France, 5-7 March 2010
Large·Scale Image Retrieval with Compressed Fisher Vectors
The Twenty-Third IEEE Computer Society Conference on Computer Vision and Pattern Recognition, San Francisco, CA, USA, 13-18 June 2010
Large-Scale Image Categorization with Explicit Data Embedding
CVPR (Conference on Computer Vision and Pattern Recognition), San Francisco, CA, USA. 13-18 June 2010
Leveraging Image, Text and Cross-media Similarities for Diversity-focused Multimedia Retrieval
Book chapter, ImageCLEF, Experimental Evaluation in Visual Information Retrieval, Eds: H. Müller, P. Clough, T. Deselaers, B. Caputo, Springer Book, ISBN 978-3-642-15180-4. Full paper available on Springer Website
Font Retrieval on Large Scale : an experimental study
ICIP (International Conference on Image Processing), 26-29 September 2010, Hong Kong
A Similarity Measure between Vector Sequences with Application to Word Image Retrieval
CVPR 2009 (Computer Vision & Pattern Recognition), Miami, Florida, USA, June 20-26, 2009
A Family of Contextual Measures of Similarity between Distributions with Application to Image Retrieval
CVPR 2009 (Computer Vision & Pattern Recognition), Miami, Florida, USA, June 20-26, 2009
Handwritten Word-image Retrieval with Synthesized Typed Queries
ICDAR 2009 (International Conference on Document Analysis and Recognition). Barcelona, Sapin, July 26-29, 2009.<BR> Full paper available on ICDAR 2009 Website
Modeling Images as Mixtures of Reference Images
CVPR 2009 (Computer Vision Pattern Recognition), Miami, Florida, USA, June 13-20, 2009
A Simple High Performance Approach to Semantic Segmentation
British Machine Vision Conference, Leeds, UK, Sept 1-4, 2008
Unsupervised Writer Style Adaptation for Handwritten Word Spotting
ICPR 2008 (nineteenth conference of the International Association for Pattern Recognition (IAPR). Tampa Bay, Florida, USA, Dec 8-11, 2008
Local Gradient Histogram Features for Word Spotting in Unconstrained Handwritten Documents
ICFHR 2008 (International Conference on Frontiers in Handwriting Recognition), Montréal, Canada, 19-21 August, 2008
Score Normalization for HMM-basedWord Spotting Using a Universal Background Model
ICFHR 2008 (International Conference on Frontiers in Handwriting Recognition), Montreal, Canada, 19-21 August 2008
A Similarity Measure Between Unordered Vector Sets with Application to Image Categorization
IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Egan Convention Center, Anchorage, Alaska, June 24-26, 2008.
Universal and Adapted Vocabularies for Generic Visual Categorization
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 30(7): 1243-1256 (2008).
Fisher Kernel on Visual Vocabularies for Image Categorization
CVPR, Computer Vision and Pattern Recognition, June 18-23, 2007, Minneapolis, Minnesota, USA.
Generic Visual Categorization using Weak Geometry
Book chapter, in: Toward Category-level Object Recognition, Eds: J. Ponce, M. Hebert, C. Schmid, A. Zisserman, Springer-Verlag LNCS 4170, 2006
Adapted Vocabularies for Generic Visual Categorization
ECCV, 9th European Conference on Computer Vision, Graz, Austria, May 7-13, 2006.
Modeling the Spatial Layout of Images beyond Spatial Pyramids
Journal of Pattern Recognition Letters, 43(16) pp. 2216-2223. December 2012
Data-Driven Vehicle Identification by Image Matching
12th European Conference on Computer Vision, Firenze, Italy, 7-13 October, 2012
AVA: A Large-Scale Database for Aesthetic Visual Analysis
Conference on Computer Vision and Pattern Recognition (CVPR), Providence, Rhode Island, USA, 18-20 June, 2012
Towards Good Practice in Large-Scale Learning for Image Classification
Conference on Computer Vision and Pattern Recognition (CVPR), Providence, Rhode Island, USA, 18-20 June, 2012
Leveraging Category-Level Labels For Instance-Level Image Retrieval
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, Rhode Island, USA, 18-20 June , 2012
A Model-based Sequence Similarity with Application to Handwritten Word-spotting
IEEE Transactions on Pattern Analysis and Machine Intelligence, 34 (11), pp. 2108-2120, November, 2012
Document Classification using Multiple Views
International Workshop on Document Analysis Systems (IAPR), Gold Coast, Queensland, Australia, 27-29 March, 2012
Synthesizing queries for handwritten word image retrieval
Pattern Recognition, Vol. 45 Issue 9, pp. 3270-3276
Asymmetric Distances for Binary Embeddings
Computer Vision and Pattern Recognition (CVPR) conference, Colorado Springs, USA, 21-23 June, 2011
LEAR and XRCE’s participation to Visual Concept Detection Task – ImageCLEF 2010
CLEF 2010 - Conference on Multilingual and Multimodal Information Access evaluation, Padua, Italy , 20-23 September 2010
Improving the Fisher Kernel for Large-Scale Image Classification
European Conference on Computer Vision (ECCV), Heraklion, Greece, 5-11 September, 2010
A Bag-of-Pages Approach to Unordered Multi-Page Document Classification
International Conference for Pattern Recognition (ICPR), Istanbul, Turkey, 23-26 August, 2010
Unsupervised Writer Adaptation of Whole-word HMMs with Application to Word-spotting
Pattern Recognition Letters Journal, vol. 31, pages 742-749 - Award-winning paper from the 19th International Conference on Pattern Recognition (ICPR)
Fisher Kernels for Handwritten Word-spotting
International Conference on Document Analysis and Recognition (ICDAR), Barcelona, Spain, 26-29 July, 2009
Incorporating Geometry Information with Weak Classifiers for Improved Generic Visual Categorization
International Conference on Image Analysis and Processing (ICIAP), Cagliari, Italy, 6-8 September, 2005
