Florent Perronnin

Publication Activity (10 Years)

Years Active: 2001-2018
Publications (10 Years): 8

Top Topics

Semantic Segmentation

Image Classification

Locally Weighted

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Int. J. Comput. Vis.

Publications

Adrien Gaidon, Antonio M. López, Florent Perronnin
The Reasonable Effectiveness of Synthetic Visual Data. Int. J. Comput. Vis. 126 (9) (2018)
Mattis Paulin, Julien Mairal, Matthijs Douze, Zaïd Harchaoui, Florent Perronnin, Cordelia Schmid
Convolutional Patch Representations for Image Retrieval: An Unsupervised Approach. Int. J. Comput. Vis. 121 (1) (2017)
Naila Murray, Hervé Jégou, Florent Perronnin, Andrew Zisserman
Interferences in Match Kernels. IEEE Trans. Pattern Anal. Mach. Intell. 39 (9) (2017)
Mattis Paulin, Julien Mairal, Matthijs Douze, Zaïd Harchaoui, Florent Perronnin, Cordelia Schmid
Convolutional Patch Representations for Image Retrieval: an Unsupervised Approach. CoRR (2016)
Zeynep Akata, Florent Perronnin, Zaïd Harchaoui, Cordelia Schmid
Label-Embedding for Image Classification. IEEE Trans. Pattern Anal. Mach. Intell. 38 (7) (2016)
Matthijs Douze, Hervé Jégou, Florent Perronnin
Polysemous Codes. ECCV (2) (2016)
Matthijs Douze, Hervé Jégou, Florent Perronnin
Polysemous codes. CoRR (2016)
Naila Murray, Hervé Jégou, Florent Perronnin, Andrew Zisserman
Interferences in match kernels. CoRR (2016)
Mattis Paulin, Matthijs Douze, Zaïd Harchaoui, Julien Mairal, Florent Perronnin, Cordelia Schmid
Local Convolutional Features with Unsupervised Training for Image Retrieval. ICCV (2015)
Albert Gordo, Jon Almazán, Naila Murray, Florent Perronnin
LEWIS: Latent Embeddings for Word Images and their Semantics. CoRR (2015)
Anthony Bourrier, Florent Perronnin, Rémi Gribonval, Patrick Pérez, Hervé Jégou
Explicit Embeddings for Nearest Neighbor Search with Mercer Kernels. J. Math. Imaging Vis. 52 (3) (2015)
Luca Marchesotti, Naila Murray, Florent Perronnin
Discovering Beautiful Attributes for Aesthetic Image Analysis. Int. J. Comput. Vis. 113 (3) (2015)
Zeynep Akata, Florent Perronnin, Zaïd Harchaoui, Cordelia Schmid
Label-Embedding for Image Classification. CoRR (2015)
David Novotný, Diane Larlus, Florent Perronnin, Andrea Vedaldi
Understanding the Fisher Vector: a multimodal part model. CoRR (2015)
Albert Gordo, Adrien Gaidon, Florent Perronnin
Deep Fishing: Gradient Features from Deep Nets. BMVC (2015)
Albert Gordo, Adrien Gaidon, Florent Perronnin
Deep Fishing: Gradient Features from Deep Nets. CoRR (2015)
Albert Gordo, Jon Almazán, Naila Murray, Florent Perronnin
LEWIS: Latent Embeddings for Word Images and Their Semantics. ICCV (2015)
Florent Perronnin, Diane Larlus
Fisher vectors meet Neural Networks: A hybrid classification architecture. CVPR (2015)
José A. Rodríguez-Serrano, Albert Gordo, Florent Perronnin
Label Embedding: A Frugal Baseline for Text Recognition. Int. J. Comput. Vis. 113 (3) (2015)
Zeynep Akata, Florent Perronnin, Zaïd Harchaoui, Cordelia Schmid
Good Practice in Large-Scale Learning for Image Classification. IEEE Trans. Pattern Anal. Mach. Intell. 36 (3) (2014)
Mattis Paulin, Jérôme Revaud, Zaïd Harchaoui, Florent Perronnin, Cordelia Schmid
Transformation Pursuit for Image Classification. CVPR (2014)
Philippe Henri Gosselin, Naila Murray, Hervé Jégou, Florent Perronnin
Revisiting the Fisher vector for fine-grained classification. Pattern Recognit. Lett. 49 (2014)
Albert Gordo, Florent Perronnin, Yunchao Gong, Svetlana Lazebnik
Asymmetric Distances for Binary Embeddings. IEEE Trans. Pattern Anal. Mach. Intell. 36 (1) (2014)
Luca Marchesotti, Naila Murray, Florent Perronnin
Discovering beautiful attributes for aesthetic image analysis. CoRR (2014)
Yangmuzi Zhang, Diane Larlus, Florent Perronnin
What makes an Image Iconic? A Fine-Grained Case Study. CoRR (2014)
Naila Murray, Florent Perronnin
Generalized Max Pooling. CoRR (2014)
Gabriela Csurka, Boris Chidlovskii, Florent Perronnin
Domain Adaptation with a Domain Specific Class Means Classifier. ECCV Workshops (3) (2014)
Beilei Xu, Peter Paul, Yusuf Artan, Florent Perronnin
A machine learning approach to vehicle occupancy detection. ITSC (2014)
Josip Krapac, Florent Perronnin, Teddy Furon, Hervé Jégou
Instance classification with prototype selection. ICMR (2014)
Yusuf Artan, Peter Paul, Florent Perronnin, Aaron Burry
Comparison of face detection and image classification for detecting front seat passengers in vehicles. WACV (2014)
Naila Murray, Florent Perronnin
Generalized Max Pooling. CVPR (2014)
Stéphane Clinchant, Florent Perronnin
Textual Similarity with a Bag-of-Embedded-Words Model. ICTIR (2013)
Stéphane Clinchant, Florent Perronnin
Aggregating Continuous Word Embeddings for Information Retrieval. CVSM@ACL (2013)
Yunchao Gong, Svetlana Lazebnik, Albert Gordo, Florent Perronnin
Iterative Quantization: A Procrustean Approach to Learning Binary Codes for Large-Scale Image Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 35 (12) (2013)
Gabriela Csurka, Diane Larlus, Florent Perronnin
What is a good evaluation measure for semantic segmentation?. BMVC (2013)
Zeynep Akata, Florent Perronnin, Zaïd Harchaoui, Cordelia Schmid
Label-Embedding for Attribute-Based Classification. CVPR (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, 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)
José A. Rodríguez-Serrano, Florent Perronnin
Label embedding for text recognition. BMVC (2013)
Luca Marchesotti, Florent Perronnin
Learning beautiful (and ugly) attributes. BMVC (2013)
Albert Gordo, Florent Perronnin, Ernest Valveny
Large-scale document image retrieval and classification with runlength histograms and binary embeddings. Pattern Recognit. 46 (7) (2013)
Naila Murray, Sandra Skaff, Luca Marchesotti, Florent Perronnin
Toward automatic and flexible concept transfer. Comput. Graph. 36 (6) (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)
Naila Murray, Luca Marchesotti, Florent Perronnin
AVA: A large-scale database for aesthetic visual analysis. CVPR (2012)
José A. Rodríguez-Serrano, Harsimrat Sandhawalia, Raja Bala, Florent Perronnin, Craig Saunders
Data-Driven Vehicle Identification by Image Matching. ECCV Workshops (2) (2012)
Albert Gordo, Florent Perronnin, Ernest Valveny
Document Classification Using Multiple Views. Document Analysis Systems (2012)
Hervé Jégou, Florent Perronnin, Matthijs Douze, Jorge Sánchez, Patrick Pérez, Cordelia Schmid
Aggregating Local Image Descriptors into Compact Codes. IEEE Trans. Pattern Anal. Mach. Intell. 34 (9) (2012)
José A. Rodríguez-Serrano, Florent Perronnin
Synthesizing queries for handwritten word image retrieval. Pattern Recognit. 45 (9) (2012)
Florent Perronnin, Zeynep Akata, Zaïd Harchaoui, Cordelia Schmid
Towards good practice in large-scale learning for image classification. CVPR (2012)
Jorge Sánchez, Florent Perronnin, Teófilo Emídio de Campos
Modeling the spatial layout of images beyond spatial pyramids. Pattern Recognit. Lett. 33 (16) (2012)
Naila Murray, Luca Marchesotti, Florent Perronnin
Learning to rank images using semantic and aesthetic labels. BMVC (2012)
Albert Gordo, José A. Rodríguez-Serrano, Florent Perronnin, Ernest Valveny
Leveraging category-level labels for instance-level image retrieval. CVPR (2012)
Teófilo Emídio de Campos, Gabriela Csurka, Florent Perronnin
Images as sets of locally weighted features. Comput. Vis. Image Underst. 116 (1) (2012)
José A. Rodríguez-Serrano, Florent Perronnin
A Model-Based Sequence Similarity with Application to Handwritten Word Spotting. IEEE Trans. Pattern Anal. Mach. Intell. 34 (11) (2012)
Jorge Sánchez, Florent Perronnin
High-dimensional signature compression for large-scale image classification. CVPR (2011)
Luca Marchesotti, Florent Perronnin, Diane Larlus, Gabriela Csurka
Assessing the aesthetic quality of photographs using generic image descriptors. ICCV (2011)
Naila Murray, Sandra Skaff, Luca Marchesotti, Florent Perronnin
Towards automatic concept transfer. NPAR (2011)
Albert Gordo, Florent Perronnin
Asymmetric distances for binary embeddings. CVPR (2011)
Gabriela Csurka, Florent Perronnin
An Efficient Approach to Semantic Segmentation. Int. J. Comput. Vis. 95 (2) (2011)
Florent Perronnin, Jorge Sánchez, Yan Liu
Large-scale image categorization with explicit data embedding. CVPR (2010)
Saurabh Kataria, Luca Marchesotti, Florent Perronnin
Font retrieval on a large scale: An experimental study. ICIP (2010)
José A. Rodríguez-Serrano, Florent Perronnin, Gemma Sánchez, Josep Lladós
Unsupervised writer adaptation of whole-word HMMs with application to word-spotting. Pattern Recognit. Lett. 31 (8) (2010)
Gabriela Csurka, Florent Perronnin, Luca Marchesotti, Stéphane Clinchant, Julien Ah-Pine
Fisher Kernel Representation of Images and Some of Its Successful Applications. VISAPP (1) (2010)
Albert Gordo, Florent Perronnin
A Bag-of-Pages Approach to Unordered Multi-page Document Classification. ICPR (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)
Gabriela Csurka, Florent Perronnin
Fisher Vectors: Beyond Bag-of-Visual-Words Image Representations. VISIGRAPP (Selected Papers) (2010)
Stéphane Clinchant, Gabriela Csurka, Julien Ah-Pine, Guillaume Jacquet, Florent Perronnin, Jorge Sánchez, Keyvan Minoukadeh
XRCE's Participation in Wikipedia Retrieval, Medical Image Modality Classification and Ad-hoc Retrieval Tasks of ImageCLEF 2010. CLEF (Notebook Papers/LABs/Workshops) (2010)
Florent Perronnin, Jorge Sánchez, Thomas Mensink
Improving the Fisher Kernel for Large-Scale Image Classification. ECCV (4) (2010)
Florent Perronnin, Yan Liu, Jorge Sánchez, Hervé Poirier
Large-scale image retrieval with compressed Fisher vectors. CVPR (2010)
Florent Perronnin, Yan Liu
Modeling images as mixtures of reference images. CVPR (2009)
Florent Perronnin, José A. Rodríguez-Serrano
Fisher Kernels for Handwritten Word-spotting. ICDAR (2009)
José A. Rodríguez-Serrano, Florent Perronnin, Josep Lladós, Gemma Sánchez
A similarity measure between vector sequences with application to handwritten word image retrieval. CVPR (2009)
Julian J. McAuley, Teófilo Emídio de Campos, Gabriela Csurka, Florent Perronnin
Hierarchical Image-Region Labeling via Structured Learning. BMVC (2009)
José A. Rodríguez-Serrano, Florent Perronnin
Handwritten Word Image Retrieval with Synthesized Typed Queries. ICDAR (2009)
Florent Perronnin, Yan Liu, Jean-Michel Renders
A family of contextual measures of similarity between distributions with application to image retrieval. CVPR (2009)
José A. Rodríguez-Serrano, Florent Perronnin
Handwritten word-spotting using hidden Markov models and universal vocabularies. Pattern Recognit. 42 (9) (2009)
Marco Bressan, Claudio Cifarelli, Florent Perronnin
An analysis of the relationship between painters based on their work. ICIP (2008)
Yan Liu, Florent Perronnin
A similarity measure between unordered vector sets with application to image categorization. CVPR (2008)
Gabriela Csurka, Florent Perronnin
A Simple High Performance Approach to Semantic Segmentation. BMVC (2008)
Florent Perronnin
Universal and Adapted Vocabularies for Generic Visual Categorization. IEEE Trans. Pattern Anal. Mach. Intell. 30 (7) (2008)
José A. Rodríguez, Florent Perronnin, Gemma Sánchez, Josep Lladós
Unsupervised writer style adaptation for handwritten word spotting. ICPR (2008)
Florent Perronnin, Christopher R. Dance
Fisher Kernels on Visual Vocabularies for Image Categorization. CVPR (2007)
Florent Perronnin, Christopher R. Dance, Gabriela Csurka, Marco Bressan
Adapted Vocabularies for Generic Visual Categorization. ECCV (4) (2006)
Gabriela Csurka, Christopher R. Dance, Florent Perronnin, Jutta Willamowski
Generic Visual Categorization Using Weak Geometry. Toward Category-Level Object Recognition (2006)
Caroline Mallauran, Jean-Luc Dugelay, Florent Perronnin, Christophe Garcia
Online face detection and user authentication. ACM Multimedia (2005)
Gabriela Csurka, Jutta Willamowski, Christopher R. Dance, Florent Perronnin
Incorporating Geometry Information with Weak Classifiers for Improved Generic Visual Categorization. ICIAP (2005)
Florent Perronnin, Jean-Luc Dugelay, Kenneth Rose
A Probabilistic Model of Face Mapping with Local Transformations and Its Application to Person Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 27 (7) (2005)
Florent Perronnin, Jean-Luc Dugelay
From turbo hidden Markov models to turbo state-space models [face recognition applications]. ICASSP (3) (2004)
Florent Perronnin, Jean-Luc Dugelay, Kenneth Rose
A Probabilistic Model for Face Transformation with Application to Person Identification. EURASIP J. Adv. Signal Process. 2004 (4) (2004)
Florent Perronnin, Jean-Luc Dugelay
Robust score normalization for relational approaches to face authentication. EUSIPCO (2004)
Florent Perronnin, Jean-Luc Dugelay, Kenneth Rose
Deformable face mapping for person identification. ICIP (1) (2003)
Florent Perronnin, Jean-Luc Dugelay
Discriminative Face Recognition. AVBPA (2003)
Florent Perronnin, Jean-Luc Dugelay, Kenneth Rose
Iterative decoding of two-dimensional hidden Markov models. ICASSP (3) (2003)
Jean-Luc Dugelay, Jean-Claude Junqua, Costas Kotropoulos, Roland Kuhn, Florent Perronnin, Ioannis Pitas
Recent advances in biometric person authentication. ICASSP (2002)
Roland Kuhn, Florent Perronnin, Patrick Nguyen, Jean-Claude Junqua, Luca Rigazio
Very fast adaptation with a compact context-dependent eigenvoice model. ICASSP (2001)
Florent Perronnin, Roland Kuhn, Patrick Nguyen, Jean-Claude Junqua
Maximum-likelihood training of a bipartite acoustic model for speech recognition. INTERSPEECH (2001)