World's Best Scientists 2026 revealed!
Patrick Pérez

Patrick Pérez

Award Badge
Computer Science
France
2025

D-Index & Metrics

Computer Science

D-Index
72
Citations
38158
World Ranking
1635
National Ranking
20

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

Patrick Pérez is affiliated with Valeo in France, working in the field of engineering with a focus on several subfields including safety, risk, reliability and quality, electrical and electronic engineering, and ocean engineering.

The main topics of their research work include:

  • Fire Detection and Safety Systems
  • IoT-based Smart Home Systems
  • Evacuation and Crowd Dynamics

Pérez has contributed to academic literature with publications in recognized venues. One of their recent papers is titled Design of a prototype for sending fire notifications in homes using fuzzy logic and internet of things, published in 2023 in the International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering. This paper has recorded citations since publication.

Frequent coauthors associated with Patrick Pérez include:

  • J. Castaneda
  • Ernesto Paiva-Peredo
  • Guillermo Wenceslao Zarate Segura

Their publishing record shows a presence in the International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering, which is aligned with their specialized subfields and research topics.

Best Publications

  • Region filling and object removal by exemplar-based image inpainting

    A. Criminisi;P. Perez;K. Toyama

  • Poisson image editing

    Patrick Pérez;Michel Gangnet;Andrew Blake

  • Aggregating local descriptors into a compact image representation

    Herve Jegou;Matthijs Douze;Cordelia Schmid;Patrick Perez

  • Color-Based Probabilistic Tracking

    Patrick Pérez;Carine Hue;Jaco Vermaak;Michel Gangnet

  • Aggregating Local Image Descriptors into Compact Codes

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

  • ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation

    Tuan-Hung Vu;Himalaya Jain;Maxime Bucher;Matthieu Cord

  • Object removal by exemplar-based inpainting

    A. Criminisi;P. Perez;K. Toyama

  • Deep Reinforcement Learning for Autonomous Driving: A Survey

    B Ravi Kiran;Ibrahim Sobh;Victor Talpaert;Patrick Mannion

  • Interactive Image Segmentation Using an Adaptive GMMRF Model

    Andrew Blake;Carsten Rother;Matthew A. Brown;Patrick Pérez

  • Data fusion for visual tracking with particles

    P. Perez;J. Vermaak;A. Blake

  • Deep video portraits

    Hyeongwoo Kim;Pablo Garrido;Ayush Tewari;Weipeng Xu

  • Sequential Monte Carlo methods for multiple target tracking and data fusion

    C. Hue;J.-P. Le Cadre;P. Perez

  • Retrieving actions in movies

    I. Laptev;P. Perez

  • MoFA: Model-Based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction

    Ayush Tewari;Michael Zollhofer;Hyeongwoo Kim;Pablo Garrido

  • Monte Carlo filtering for multi target tracking and data association

    J. Vermaak;S.J. Godsill;P. Perez

  • Tracking multiple objects with particle filtering

    C. Hue;J.-P. Le Cadre;P. Perez

  • View-Independent Action Recognition from Temporal Self-Similarities

    I N Junejo;E Dexter;I Laptev;Patrick Pérez

  • Dense estimation of fluid flows

    T. Corpetti;E. Memin;P. Perez

  • Dense estimation and object-based segmentation of the optical flow with robust techniques

    E. Memin;P. Perez

  • Boosting Few-Shot Visual Learning With Self-Supervision

    Spyros Gidaris;Andrei Bursuc;Nikos Komodakis;Patrick Perez Perez

  • Maintaining Multi-Modality through Mixture Tracking

    Jaco Vermaak;Arnaud Doucet;Patrick Pérez

Frequent Co-Authors

Patrick Bouthemy
Patrick Bouthemy French Institute for Research in Computer Science and Automation - INRIA
Christian Theobalt
Christian Theobalt Max Planck Institute for Informatics
Michael Zollhöfer
Michael Zollhöfer Stanford University
Andrew Blake
Andrew Blake University of Cambridge
Etienne Mémin
Etienne Mémin French Institute for Research in Computer Science and Automation - INRIA
Matthieu Cord
Matthieu Cord Sorbonne University
Christian Barillot
Christian Barillot Institut de Recherche en Informatique et Systèmes Aléatoires
Yann Gousseau
Yann Gousseau Télécom ParisTech
Gael Richard
Gael Richard Télécom ParisTech
Nikos Komodakis
Nikos Komodakis University of Crete

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