World's Best Scientists 2026 revealed!
Florent Perronnin

Florent Perronnin

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Computer Science
France
2025

D-Index & Metrics

Computer Science

D-Index
61
Citations
26532
World Ranking
2994
National Ranking
47

Research.com Recognitions

  • 2025 - Research.com Computer Science in France Leader Award
  • 2023 - Research.com Computer Science in France Leader Award
  • 2022 - Research.com Computer Science in France Leader Award

Overview

Florent Perronnin is affiliated with Naver Labs in France. Their scientific profile is centered around their institutional association, with contributions to research projects or activities connected to this organization.

While detailed information regarding recent papers, co-authors, and publication venues is not available, Florent Perronnin's academic output reflects involvement in research, though specifics about the topics or scope are not provided.

The absence of listed main fields and subfields of study, along with main topics of work, suggests that comprehensive bibliographic or thematic categorizations for their scholarship have not been documented here.

There is no record of book publications or awards associated with Florent Perronnin, indicating that either such information is not recorded or that these are not aspects highlighted in the available data.

Best Publications

  • Improving the fisher kernel for large-scale image classification

    Florent Perronnin;Jorge Sánchez;Thomas Mensink

  • Iterative Quantization: A Procrustean Approach to Learning Binary Codes for Large-Scale Image Retrieval

    Yunchao Gong;Svetlana Lazebnik;Albert Gordo;Florent Perronnin

  • Fisher Kernels on Visual Vocabularies for Image Categorization

    F. Perronnin;C. Dance

  • Image Classification with the Fisher Vector: Theory and Practice

    Jorge Sánchez;Florent Perronnin;Thomas Mensink;Jakob Verbeek

  • Aggregating Local Image Descriptors into Compact Codes

    H. Jegou;F. Perronnin;M. Douze;J. Sanchez

  • AVA: A large-scale database for aesthetic visual analysis

    Naila Murray;Luca Marchesotti;Florent Perronnin

  • Large-scale image retrieval with compressed Fisher vectors

    Florent Perronnin;Yan Liu;Jorge Sanchez;Herve Poirier

  • Label-Embedding for Image Classification

    Zeynep Akata;Florent Perronnin;Zaid Harchaoui;Cordelia Schmid

  • Label-Embedding for Attribute-Based Classification

    Zeynep Akata;Florent Perronnin;Zaid Harchaoui;Cordelia Schmid

  • What is a good evaluation measure for semantic segmentation

    Gabriela Csurka;Diane Larlus;Florent Perronnin

  • Distance-Based Image Classification: Generalizing to New Classes at Near-Zero Cost

    T. Mensink;J. Verbeek;F. Perronnin;G. Csurka

  • Assessing the aesthetic quality of photographs using generic image descriptors

    Luca Marchesotti;Florent Perronnin;Diane Larlus;Gabriela Csurka

  • High-dimensional signature compression for large-scale image classification

    Jorge Sanchez;Florent Perronnin

  • Metric learning for large scale image classification: generalizing to new classes at near-zero cost

    Thomas Mensink;Jakob Verbeek;Florent Perronnin;Gabriela Csurka

  • Adapted Vocabularies for Generic Visual Categorization

    Florent Perronnin;Christopher Dance;Gabriela Csurka;Marco Bressan

  • Generalized Max Pooling

    Naila Murray;Florent Perronnin

  • Text-based searching of image data

    José Antonio Rodriguez Serrano;Florent Perronnin;Craig John Saunders

  • Universal and Adapted Vocabularies for Generic Visual Categorization

    F. Perronnin

  • Voice personalization of speech synthesizer

    Jean-claude Junqua;Florent Perronnin;Roland Kuhn;Patrick Nguyen

  • Handwritten word-spotting using hidden Markov models and universal vocabularies

    José A. Rodríguez-Serrano;Florent Perronnin

Frequent Co-Authors

Hervé Jégou
Hervé Jégou Facebook (United States)
Cordelia Schmid
Cordelia Schmid French Institute for Research in Computer Science and Automation - INRIA
Zaid Harchaoui
Zaid Harchaoui University of Washington
Jakob Verbeek
Jakob Verbeek Facebook AI Research (FAIR) in Paris
Zeynep Akata
Zeynep Akata University of Tübingen
Roland Kuhn
Roland Kuhn National Research Council Canada
Adrien Gaidon
Adrien Gaidon Stanford University
Matthijs Douze
Matthijs Douze Facebook (United States)
Jean-Claude Junqua
Jean-Claude Junqua Panasonic (Japan)

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