Florent Perronnin

99 papers A* 20A 11B 6Misc 4Journal 36Unranked 19
YearRankTypeTitle / Venue / Authors
2018 J jnl
The Reasonable Effectiveness of Synthetic Visual Data.
Int. J. Comput. Vis.
Adrien Gaidon, Antonio M. López, Florent Perronnin
2017 J jnl
Convolutional Patch Representations for Image Retrieval: An Unsupervised Approach.
Int. J. Comput. Vis.
Mattis Paulin, Julien Mairal, Matthijs Douze, Zaïd Harchaoui, Florent Perronnin, Cordelia Schmid
2017 J jnl
Interferences in Match Kernels.
IEEE Trans. Pattern Anal. Mach. Intell.
Naila Murray, Hervé Jégou, Florent Perronnin, Andrew Zisserman
2017 — ch.
Unsupervised Fisher Vector Adaptation for Re-identification.
Domain Adaptation in Computer Vision Applications
Usman Tariq, José A. Rodríguez-Serrano, Florent Perronnin
2016 J jnl
Convolutional Patch Representations for Image Retrieval: an Unsupervised Approach.
CoRR
Mattis Paulin, Julien Mairal, Matthijs Douze, Zaïd Harchaoui, Florent Perronnin, Cordelia Schmid
2016 J jnl
Interferences in match kernels.
CoRR
Naila Murray, Hervé Jégou, Florent Perronnin, Andrew Zisserman
2016 J jnl
Label-Embedding for Image Classification.
IEEE Trans. Pattern Anal. Mach. Intell.
Zeynep Akata, Florent Perronnin, Zaïd Harchaoui, Cordelia Schmid
2016 — conf
Polysemous Codes.
ECCV (2)
Matthijs Douze, Hervé Jégou, Florent Perronnin
2016 J jnl
Polysemous codes.
CoRR
Matthijs Douze, Hervé Jégou, Florent Perronnin
2015 A conf
Deep Fishing: Gradient Features from Deep Nets.
BMVC
Albert Gordo, Adrien Gaidon, Florent Perronnin
2015 J jnl
Deep Fishing: Gradient Features from Deep Nets.
CoRR
Albert Gordo, Adrien Gaidon, Florent Perronnin
2015 J jnl
Discovering Beautiful Attributes for Aesthetic Image Analysis.
Int. J. Comput. Vis.
Luca Marchesotti, Naila Murray, Florent Perronnin
2015 J jnl
Explicit Embeddings for Nearest Neighbor Search with Mercer Kernels.
J. Math. Imaging Vis.
Anthony Bourrier, Florent Perronnin, Rémi Gribonval, Patrick Pérez, Hervé Jégou
2015 A* conf
Fisher vectors meet Neural Networks: A hybrid classification architecture.
CVPR
Florent Perronnin, Diane Larlus
2015 A* conf
LEWIS: Latent Embeddings for Word Images and Their Semantics.
ICCV
Albert Gordo, Jon Almazán, Naila Murray, Florent Perronnin
2015 J jnl
LEWIS: Latent Embeddings for Word Images and their Semantics.
CoRR
Albert Gordo, Jon Almazán, Naila Murray, Florent Perronnin
2015 J jnl
Label Embedding: A Frugal Baseline for Text Recognition.
Int. J. Comput. Vis.
José A. Rodríguez-Serrano, Albert Gordo, Florent Perronnin
2015 J jnl
Label-Embedding for Image Classification.
CoRR
Zeynep Akata, Florent Perronnin, Zaïd Harchaoui, Cordelia Schmid
2015 A* conf
Local Convolutional Features with Unsupervised Training for Image Retrieval.
ICCV
Mattis Paulin, Matthijs Douze, Zaïd Harchaoui, Julien Mairal, Florent Perronnin, Cordelia Schmid
2015 J jnl
Understanding the Fisher Vector: a multimodal part model.
CoRR
David Novotný, Diane Larlus, Florent Perronnin, Andrea Vedaldi
2014 — conf
A machine learning approach to vehicle occupancy detection.
ITSC
Beilei Xu, Peter Paul, Yusuf Artan, Florent Perronnin
2014 J jnl
Asymmetric Distances for Binary Embeddings.
IEEE Trans. Pattern Anal. Mach. Intell.
Albert Gordo, Florent Perronnin, Yunchao Gong, Svetlana Lazebnik
2014 A conf
Comparison of face detection and image classification for detecting front seat passengers in vehicles.
WACV
Yusuf Artan, Peter Paul, Florent Perronnin, Aaron Burry
2014 J jnl
Discovering beautiful attributes for aesthetic image analysis.
CoRR
Luca Marchesotti, Naila Murray, Florent Perronnin
2014 — conf
Domain Adaptation with a Domain Specific Class Means Classifier.
ECCV Workshops (3)
Gabriela Csurka, Boris Chidlovskii, Florent Perronnin
2014 A* conf
Generalized Max Pooling.
CVPR
Naila Murray, Florent Perronnin
2014 J jnl
Generalized Max Pooling.
CoRR
Naila Murray, Florent Perronnin
2014 J jnl
Good Practice in Large-Scale Learning for Image Classification.
IEEE Trans. Pattern Anal. Mach. Intell.
Zeynep Akata, Florent Perronnin, Zaïd Harchaoui, Cordelia Schmid
2014 B conf
Instance classification with prototype selection.
ICMR
Josip Krapac, Florent Perronnin, Teddy Furon, Hervé Jégou
2014 J jnl
Revisiting the Fisher vector for fine-grained classification.
Pattern Recognit. Lett.
Philippe Henri Gosselin, Naila Murray, Hervé Jégou, Florent Perronnin
2014 A* conf
Transformation Pursuit for Image Classification.
CVPR
Mattis Paulin, Jérôme Revaud, Zaïd Harchaoui, Florent Perronnin, Cordelia Schmid
2014 J jnl
What makes an Image Iconic? A Fine-Grained Case Study.
CoRR
Yangmuzi Zhang, Diane Larlus, Florent Perronnin
2013 — conf
Aggregating Continuous Word Embeddings for Information Retrieval.
CVSM@ACL
Stéphane Clinchant, Florent Perronnin
2013 J jnl
Distance-Based Image Classification: Generalizing to New Classes at Near-Zero Cost.
IEEE Trans. Pattern Anal. Mach. Intell.
Thomas Mensink, Jakob Verbeek, Florent Perronnin, Gabriela Csurka
2013 J jnl
Image Classification with the Fisher Vector: Theory and Practice.
Int. J. Comput. Vis.
Jorge Sánchez, Florent Perronnin, Thomas Mensink, Jakob Verbeek
2013 J jnl
Iterative Quantization: A Procrustean Approach to Learning Binary Codes for Large-Scale Image Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell.
Yunchao Gong, Svetlana Lazebnik, Albert Gordo, Florent Perronnin
2013 A conf
Label embedding for text recognition.
BMVC
José A. Rodríguez-Serrano, Florent Perronnin
2013 A* conf
Label-Embedding for Attribute-Based Classification.
CVPR
Zeynep Akata, Florent Perronnin, Zaïd Harchaoui, Cordelia Schmid
2013 — ch.
Large Scale Metric Learning for Distance-Based Image Classification on Open Ended Data Sets.
Advanced Topics in Computer Vision
Thomas Mensink, Jakob Verbeek, Florent Perronnin
2013 J jnl
Large-scale document image retrieval and classification with runlength histograms and binary embeddings.
Pattern Recognit.
Albert Gordo, Florent Perronnin, Ernest Valveny
2013 A conf
Learning beautiful (and ugly) attributes.
BMVC
Luca Marchesotti, Florent Perronnin
2013 Misc conf
Textual Similarity with a Bag-of-Embedded-Words Model.
ICTIR
Stéphane Clinchant, Florent Perronnin
2013 A conf
What is a good evaluation measure for semantic segmentation?.
BMVC
Gabriela Csurka, Diane Larlus, Florent Perronnin
2012 J jnl
A Model-Based Sequence Similarity with Application to Handwritten Word Spotting.
IEEE Trans. Pattern Anal. Mach. Intell.
José A. Rodríguez-Serrano, Florent Perronnin
2012 A* conf
AVA: A large-scale database for aesthetic visual analysis.
CVPR
Naila Murray, Luca Marchesotti, Florent Perronnin
2012 J jnl
Aggregating Local Image Descriptors into Compact Codes.
IEEE Trans. Pattern Anal. Mach. Intell.
Hervé Jégou, Florent Perronnin, Matthijs Douze, Jorge Sánchez, Patrick Pérez, Cordelia Schmid
2012 — conf
Data-Driven Vehicle Identification by Image Matching.
ECCV Workshops (2)
José A. Rodríguez-Serrano, Harsimrat Sandhawalia, Raja Bala, Florent Perronnin, Craig Saunders
2012 B conf
Document Classification Using Multiple Views.
Document Analysis Systems
Albert Gordo, Florent Perronnin, Ernest Valveny
2012 J jnl
Images as sets of locally weighted features.
Comput. Vis. Image Underst.
Teófilo Emídio de Campos, Gabriela Csurka, Florent Perronnin
2012 A conf
Learning to rank images using semantic and aesthetic labels.
BMVC
Naila Murray, Luca Marchesotti, Florent Perronnin
2012 A* conf
Leveraging category-level labels for instance-level image retrieval.
CVPR
Albert Gordo, José A. Rodríguez-Serrano, Florent Perronnin, Ernest Valveny
2012 — conf
Metric Learning for Large Scale Image Classification: Generalizing to New Classes at Near-Zero Cost.
ECCV (2)
Thomas Mensink, Jakob Verbeek, Florent Perronnin, Gabriela Csurka
2012 J jnl
Modeling the spatial layout of images beyond spatial pyramids.
Pattern Recognit. Lett.
Jorge Sánchez, Florent Perronnin, Teófilo Emídio de Campos
2012 J jnl
Synthesizing queries for handwritten word image retrieval.
Pattern Recognit.
José A. Rodríguez-Serrano, Florent Perronnin
2012 J jnl
Toward automatic and flexible concept transfer.
Comput. Graph.
Naila Murray, Sandra Skaff, Luca Marchesotti, Florent Perronnin
2012 A* conf
Towards good practice in large-scale learning for image classification.
CVPR
Florent Perronnin, Zeynep Akata, Zaïd Harchaoui, Cordelia Schmid
2011 J jnl
An Efficient Approach to Semantic Segmentation.
Int. J. Comput. Vis.
Gabriela Csurka, Florent Perronnin
2011 A* conf
Assessing the aesthetic quality of photographs using generic image descriptors.
ICCV
Luca Marchesotti, Florent Perronnin, Diane Larlus, Gabriela Csurka
2011 A* conf
Asymmetric distances for binary embeddings.
CVPR
Albert Gordo, Florent Perronnin
2011 A* conf
High-dimensional signature compression for large-scale image classification.
CVPR
Jorge Sánchez, Florent Perronnin
2011 — conf
Towards automatic concept transfer.
NPAR
Naila Murray, Sandra Skaff, Luca Marchesotti, Florent Perronnin
2010 B conf
A Bag-of-Pages Approach to Unordered Multi-page Document Classification.
ICPR
Albert Gordo, Florent Perronnin
2010 — conf
Fisher Kernel Representation of Images and Some of Its Successful Applications.
VISAPP (1)
Gabriela Csurka, Florent Perronnin, Luca Marchesotti, Stéphane Clinchant, Julien Ah-Pine
2010 — conf
Fisher Vectors: Beyond Bag-of-Visual-Words Image Representations.
VISIGRAPP (Selected Papers)
Gabriela Csurka, Florent Perronnin
2010 B conf
Font retrieval on a large scale: An experimental study.
ICIP
Saurabh Kataria, Luca Marchesotti, Florent Perronnin
2010 — conf
Improving the Fisher Kernel for Large-Scale Image Classification.
ECCV (4)
Florent Perronnin, Jorge Sánchez, Thomas Mensink
2010 — conf
LEAR and XRCE's Participation to Visual Concept Detection Task - ImageCLEF 2010.
CLEF (Notebook Papers/LABs/Workshops)
Thomas Mensink, Gabriela Csurka, Florent Perronnin, Jorge Sánchez, Jakob Verbeek
2010 A* conf
Large-scale image categorization with explicit data embedding.
CVPR
Florent Perronnin, Jorge Sánchez, Yan Liu
2010 A* conf
Large-scale image retrieval with compressed Fisher vectors.
CVPR
Florent Perronnin, Yan Liu, Jorge Sánchez, Hervé Poirier
2010 — ch.
Leveraging Image, Text and Cross-media Similarities for Diversity-focused Multimedia Retrieval.
ImageCLEF
Julien Ah-Pine, Stéphane Clinchant, Gabriela Csurka, Florent Perronnin, Jean-Michel Renders
2010 J jnl
Unsupervised writer adaptation of whole-word HMMs with application to word-spotting.
Pattern Recognit. Lett.
José A. Rodríguez-Serrano, Florent Perronnin, Gemma Sánchez, Josep Lladós
2010 — conf
XRCE's Participation in Wikipedia Retrieval, Medical Image Modality Classification and Ad-hoc Retrieval Tasks of ImageCLEF 2010.
CLEF (Notebook Papers/LABs/Workshops)
Stéphane Clinchant, Gabriela Csurka, Julien Ah-Pine, Guillaume Jacquet, Florent Perronnin, Jorge Sánchez, Keyvan Minoukadeh
2009 A* conf
A family of contextual measures of similarity between distributions with application to image retrieval.
CVPR
Florent Perronnin, Yan Liu, Jean-Michel Renders
2009 A* conf
A similarity measure between vector sequences with application to handwritten word image retrieval.
CVPR
José A. Rodríguez-Serrano, Florent Perronnin, Josep Lladós, Gemma Sánchez
2009 A conf
Fisher Kernels for Handwritten Word-spotting.
ICDAR
Florent Perronnin, José A. Rodríguez-Serrano
2009 A conf
Handwritten Word Image Retrieval with Synthesized Typed Queries.
ICDAR
José A. Rodríguez-Serrano, Florent Perronnin
2009 J jnl
Handwritten word-spotting using hidden Markov models and universal vocabularies.
Pattern Recognit.
José A. Rodríguez-Serrano, Florent Perronnin
2009 A conf
Hierarchical Image-Region Labeling via Structured Learning.
BMVC
Julian J. McAuley, Teófilo Emídio de Campos, Gabriela Csurka, Florent Perronnin
2009 A* conf
Modeling images as mixtures of reference images.
CVPR
Florent Perronnin, Yan Liu
2008 A conf
A Simple High Performance Approach to Semantic Segmentation.
BMVC
Gabriela Csurka, Florent Perronnin
2008 A* conf
A similarity measure between unordered vector sets with application to image categorization.
CVPR
Yan Liu, Florent Perronnin
2008 B conf
An analysis of the relationship between painters based on their work.
ICIP
Marco Bressan, Claudio Cifarelli, Florent Perronnin
2008 J jnl
Universal and Adapted Vocabularies for Generic Visual Categorization.
IEEE Trans. Pattern Anal. Mach. Intell.
Florent Perronnin
2008 B conf
Unsupervised writer style adaptation for handwritten word spotting.
ICPR
José A. Rodríguez, Florent Perronnin, Gemma Sánchez, Josep Lladós
2007 A* conf
Fisher Kernels on Visual Vocabularies for Image Categorization.
CVPR
Florent Perronnin, Christopher R. Dance
2006 — conf
Adapted Vocabularies for Generic Visual Categorization.
ECCV (4)
Florent Perronnin, Christopher R. Dance, Gabriela Csurka, Marco Bressan
2006 — conf
Generic Visual Categorization Using Weak Geometry.
Toward Category-Level Object Recognition
Gabriela Csurka, Christopher R. Dance, Florent Perronnin, Jutta Willamowski
2005 J jnl
A Probabilistic Model of Face Mapping with Local Transformations and Its Application to Person Recognition.
IEEE Trans. Pattern Anal. Mach. Intell.
Florent Perronnin, Jean-Luc Dugelay, Kenneth Rose
2005 Misc conf
Incorporating Geometry Information with Weak Classifiers for Improved Generic Visual Categorization.
ICIAP
Gabriela Csurka, Jutta Willamowski, Christopher R. Dance, Florent Perronnin
2005 A* conf
Online face detection and user authentication.
ACM Multimedia
Caroline Mallauran, Jean-Luc Dugelay, Florent Perronnin, Christophe Garcia
2004 J jnl
A Probabilistic Model for Face Transformation with Application to Person Identification.
EURASIP J. Adv. Signal Process.
Florent Perronnin, Jean-Luc Dugelay, Kenneth Rose
2004 — conf
From turbo hidden Markov models to turbo state-space models [face recognition applications].
ICASSP (3)
Florent Perronnin, Jean-Luc Dugelay
2004 — conf
Robust score normalization for relational approaches to face authentication.
EUSIPCO
Florent Perronnin, Jean-Luc Dugelay
2003 — conf
Deformable face mapping for person identification.
ICIP (1)
Florent Perronnin, Jean-Luc Dugelay, Kenneth Rose
2003 — conf
Discriminative Face Recognition.
AVBPA
Florent Perronnin, Jean-Luc Dugelay
2003 — conf
Iterative decoding of two-dimensional hidden Markov models.
ICASSP (3)
Florent Perronnin, Jean-Luc Dugelay, Kenneth Rose
2002 Misc conf
Recent advances in biometric person authentication.
ICASSP
Jean-Luc Dugelay, Jean-Claude Junqua, Costas Kotropoulos, Roland Kuhn, Florent Perronnin, Ioannis Pitas
2001 A conf
Maximum-likelihood training of a bipartite acoustic model for speech recognition.
INTERSPEECH
Florent Perronnin, Roland Kuhn, Patrick Nguyen, Jean-Claude Junqua
2001 Misc conf
Very fast adaptation with a compact context-dependent eigenvoice model.
ICASSP
Roland Kuhn, Florent Perronnin, Patrick Nguyen, Jean-Claude Junqua, Luca Rigazio