Florent Perronnin

Affiliations:
  • Naver Labs Europe, Meylan, France
  • Facebook


According to our database1, Florent Perronnin authored at least 91 papers between 2001 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2018
The Reasonable Effectiveness of Synthetic Visual Data.
Int. J. Comput. Vis., 2018

2017
Unsupervised Fisher Vector Adaptation for Re-identification.
Proceedings of the Domain Adaptation in Computer Vision Applications., 2017

Interferences in Match Kernels.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Convolutional Patch Representations for Image Retrieval: An Unsupervised Approach.
Int. J. Comput. Vis., 2017

2016
Label-Embedding for Image Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Polysemous Codes.
Proceedings of the Computer Vision - ECCV 2016, 2016

2015
Explicit Embeddings for Nearest Neighbor Search with Mercer Kernels.
J. Math. Imaging Vis., 2015

Label Embedding: A Frugal Baseline for Text Recognition.
Int. J. Comput. Vis., 2015

Discovering Beautiful Attributes for Aesthetic Image Analysis.
Int. J. Comput. Vis., 2015

Understanding the Fisher Vector: a multimodal part model.
CoRR, 2015

Local Convolutional Features with Unsupervised Training for Image Retrieval.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

LEWIS: Latent Embeddings for Word Images and Their Semantics.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Fisher vectors meet Neural Networks: A hybrid classification architecture.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Deep Fishing: Gradient Features from Deep Nets.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Revisiting the Fisher vector for fine-grained classification.
Pattern Recognit. Lett., 2014

Asymmetric Distances for Binary Embeddings.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Good Practice in Large-Scale Learning for Image Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

What makes an Image Iconic? A Fine-Grained Case Study.
CoRR, 2014

Comparison of face detection and image classification for detecting front seat passengers in vehicles.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Instance classification with prototype selection.
Proceedings of the International Conference on Multimedia Retrieval, 2014

A machine learning approach to vehicle occupancy detection.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Domain Adaptation with a Domain Specific Class Means Classifier.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Transformation Pursuit for Image Classification.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Generalized Max Pooling.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Large Scale Metric Learning for Distance-Based Image Classification on Open Ended Data Sets.
Proceedings of the Advanced Topics in Computer Vision, 2013

Large-scale document image retrieval and classification with runlength histograms and binary embeddings.
Pattern Recognit., 2013

Distance-Based Image Classification: Generalizing to New Classes at Near-Zero Cost.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Iterative Quantization: A Procrustean Approach to Learning Binary Codes for Large-Scale Image Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Image Classification with the Fisher Vector: Theory and Practice.
Int. J. Comput. Vis., 2013

Textual Similarity with a Bag-of-Embedded-Words Model.
Proceedings of the International Conference on the Theory of Information Retrieval, 2013

Label-Embedding for Attribute-Based Classification.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Label embedding for text recognition.
Proceedings of the British Machine Vision Conference, 2013

Learning beautiful (and ugly) attributes.
Proceedings of the British Machine Vision Conference, 2013

What is a good evaluation measure for semantic segmentation?.
Proceedings of the British Machine Vision Conference, 2013

Aggregating Continuous Word Embeddings for Information Retrieval.
Proceedings of the Workshop on Continuous Vector Space Models and their Compositionality, 2013

2012
Modeling the spatial layout of images beyond spatial pyramids.
Pattern Recognit. Lett., 2012

Synthesizing queries for handwritten word image retrieval.
Pattern Recognit., 2012

A Model-Based Sequence Similarity with Application to Handwritten Word Spotting.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Aggregating Local Image Descriptors into Compact Codes.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Images as sets of locally weighted features.
Comput. Vis. Image Underst., 2012

Toward automatic and flexible concept transfer.
Comput. Graph., 2012

Data-Driven Vehicle Identification by Image Matching.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Metric Learning for Large Scale Image Classification: Generalizing to New Classes at Near-Zero Cost.
Proceedings of the Computer Vision - ECCV 2012, 2012

Document Classification Using Multiple Views.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Towards good practice in large-scale learning for image classification.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

AVA: A large-scale database for aesthetic visual analysis.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Leveraging category-level labels for instance-level image retrieval.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Learning to rank images using semantic and aesthetic labels.
Proceedings of the British Machine Vision Conference, 2012

2011
An Efficient Approach to Semantic Segmentation.
Int. J. Comput. Vis., 2011

Towards automatic concept transfer.
Proceedings of the 9th International Symposium on Non-Photorealistic Animation and Rendering, 2011

Assessing the aesthetic quality of photographs using generic image descriptors.
Proceedings of the IEEE International Conference on Computer Vision, 2011

High-dimensional signature compression for large-scale image classification.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Asymmetric distances for binary embeddings.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Unsupervised writer adaptation of whole-word HMMs with application to word-spotting.
Pattern Recognit. Lett., 2010

Fisher Kernel Representation of Images and Some of Its Successful Applications.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Fisher Vectors: Beyond Bag-of-Visual-Words Image Representations.
Proceedings of the Computer Vision, Imaging and Computer Graphics. Theory and Applications, 2010

A Bag-of-Pages Approach to Unordered Multi-page Document Classification.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Font retrieval on a large scale: An experimental study.
Proceedings of the International Conference on Image Processing, 2010

Improving the Fisher Kernel for Large-Scale Image Classification.
Proceedings of the Computer Vision, 2010

Large-scale image categorization with explicit data embedding.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Large-scale image retrieval with compressed Fisher vectors.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

LEAR and XRCE's Participation to Visual Concept Detection Task - ImageCLEF 2010.
Proceedings of the CLEF 2010 LABs and Workshops, 2010

XRCE's Participation in Wikipedia Retrieval, Medical Image Modality Classification and Ad-hoc Retrieval Tasks of ImageCLEF 2010.
Proceedings of the CLEF 2010 LABs and Workshops, 2010

Leveraging Image, Text and Cross-media Similarities for Diversity-focused Multimedia Retrieval.
Proceedings of the ImageCLEF, Experimental Evaluation in Visual Information Retrieval, 2010

2009
Handwritten word-spotting using hidden Markov models and universal vocabularies.
Pattern Recognit., 2009

Handwritten Word Image Retrieval with Synthesized Typed Queries.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Fisher Kernels for Handwritten Word-spotting.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

A similarity measure between vector sequences with application to handwritten word image retrieval.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

A family of contextual measures of similarity between distributions with application to image retrieval.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Modeling images as mixtures of reference images.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Hierarchical Image-Region Labeling via Structured Learning.
Proceedings of the British Machine Vision Conference, 2009

2008
Universal and Adapted Vocabularies for Generic Visual Categorization.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Unsupervised writer style adaptation for handwritten word spotting.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

An analysis of the relationship between painters based on their work.
Proceedings of the International Conference on Image Processing, 2008

A similarity measure between unordered vector sets with application to image categorization.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

A Simple High Performance Approach to Semantic Segmentation.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

2007
Fisher Kernels on Visual Vocabularies for Image Categorization.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Adapted Vocabularies for Generic Visual Categorization.
Proceedings of the Computer Vision, 2006

Generic Visual Categorization Using Weak Geometry.
Proceedings of the Toward Category-Level Object Recognition, 2006

2005
A Probabilistic Model of Face Mapping with Local Transformations and Its Application to Person Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Online face detection and user authentication.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

Incorporating Geometry Information with Weak Classifiers for Improved Generic Visual Categorization.
Proceedings of the Image Analysis and Processing, 2005

2004
A Probabilistic Model for Face Transformation with Application to Person Identification.
EURASIP J. Adv. Signal Process., 2004

From turbo hidden Markov models to turbo state-space models [face recognition applications].
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Robust score normalization for relational approaches to face authentication.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
Deformable face mapping for person identification.
Proceedings of the 2003 International Conference on Image Processing, 2003

Iterative decoding of two-dimensional hidden Markov models.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Discriminative Face Recognition.
Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003

2002
Recent advances in biometric person authentication.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
Maximum-likelihood training of a bipartite acoustic model for speech recognition.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

Very fast adaptation with a compact context-dependent eigenvoice model.
Proceedings of the IEEE International Conference on Acoustics, 2001


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