Christophe Ducottet

Christophe Ducottet

Université Jean Monnet

H-index: 22

Europe-France

About Christophe Ducottet

Christophe Ducottet, With an exceptional h-index of 22 and a recent h-index of 13 (since 2020), a distinguished researcher at Université Jean Monnet, specializes in the field of Image Processing, Computer Vision, Optical Imaging.

His recent articles reflect a diverse array of research interests and contributions to the field:

A 3D pose estimation framework for preterm infants hospitalized in the Neonatal Unit

Introducing shape priors in Siamese networks for image classification

Mean 3D Dispersion for Automatic General Movement Assessment of Preterm Infants

Toward few pixel annotations for 3D segmentation of material from electron tomography

Fast Context Adaptation for Video Object Segmentation

Less-than-one shot 3D segmentation hijacking a pre-trained Space-Time Memory network

BENet: A lightweight bottom-up framework for context-aware emotion recognition

Intelligent tracking of catalytic nanoparticles trajectories during in situ ETEM experiments

Christophe Ducottet Information

University

Position

Professor of Image Processing

Citations(all)

1838

Citations(since 2020)

630

Cited By

1465

hIndex(all)

22

hIndex(since 2020)

13

i10Index(all)

38

i10Index(since 2020)

20

Email

University Profile Page

Université Jean Monnet

Google Scholar

View Google Scholar Profile

Christophe Ducottet Skills & Research Interests

Image Processing

Computer Vision

Optical Imaging

Top articles of Christophe Ducottet

Title

Journal

Author(s)

Publication Date

A 3D pose estimation framework for preterm infants hospitalized in the Neonatal Unit

Multimedia Tools and Applications

Ameur Soualmi

Christophe Ducottet

Hugues Patural

Antoine Giraud

Olivier Alata

2024/3

Introducing shape priors in Siamese networks for image classification

Neurocomputing

Hiba Alqasir

Damien Muselet

Christophe Ducottet

2024/2/1

Mean 3D Dispersion for Automatic General Movement Assessment of Preterm Infants

Ameur Soualmi

Olivier Alata

Christophe Ducottet

Hugues Patural

Antoine Giraud

2023/7/24

Toward few pixel annotations for 3D segmentation of material from electron tomography

Cyril Li

Christophe Ducottet

Sylvain Desroziers

Maxime Moreaud

2023/2/19

Fast Context Adaptation for Video Object Segmentation

Isidore Dubuisson

Damien Muselet

Christophe Ducottet

Jochen Lang

2023/9/20

Less-than-one shot 3D segmentation hijacking a pre-trained Space-Time Memory network

Cyril Li

Christophe Ducottet

Sylvain Desroziers

Maxime Moreaud

2023/8/21

BENet: A lightweight bottom-up framework for context-aware emotion recognition

Tristan Cladière

Olivier Alata

Christophe Ducottet

Hubert Konik

Anne-Claire Legrand

2023/8/21

Intelligent tracking of catalytic nanoparticles trajectories during in situ ETEM experiments

F Khuram

T Grenier

C Ducottet

Thierry Epicier

2022/5/8

Deep learning detection of nanoparticles and multiple object tracking of their dynamic evolution during in situ ETEM studies

Scientific Reports

Khuram Faraz

Thomas Grenier

Christophe Ducottet

Thierry Epicier

2022/2/15

Leveraging end-to-end denoisers for denoising periodic signals

Jules Rio

Olivier Alata

Fabien Momey

Christophe Ducottet

2021/8/23

A Machine Learning pipeline to track the dynamics of a population of nanoparticles during in situ Environmental Transmission Electron Microscopy in gases

Microscopy and Microanalysis

Khuram Faraz

Thomas Grenier

Christophe Ducottet

Thierry Epicier

2021/8

Multiple Object Tracking of Supported Nanoparticles during in situ Environmental TEM Studies of Nanocatalysts

T Epicier

K Faraz

T Grenier

C Ducottet

2021/7/5

Intermittency of velocity circulation in quantum turbulence

Physical Review X

Nicolás P Müller

Juan Ignacio Polanco

Giorgio Krstulovic

2021/3/16

WaveNet based architectures for denoising periodic discontinuous signals and application to friction signals

Jules Rio

Fabien Momey

Christophe Ducottet

Olivier Alata

2021/1/18

Adding geodesic information and stochastic patch-wise image prediction for small dataset learning

Neurocomputing

Adam Hammoumi

Maxime Moreaud

Christophe Ducottet

Sylvain Desroziers

2021/10/7

Mask-guided image classification with siamese networks

Hiba Alqasir

Damien Muselet

Christophe Ducottet

2020/3

Experiments on grain size segregation in bedload transport on a steep slope

Advances in water resources

Philippe Frey

H Lafaye de Micheaux

Coraline Bel

Raphaël Maurin

Kristina Rorsman

...

2020/2/1

Double adaptation de domaine pour la détection d’objets

Conférence Nationale d’Intelligence Artificielle Année 2020

Hiba Alqasir

Damien Muselet

Christophe Ducottet

2020

Region proposal oriented approach for domain adaptive object detection

Hiba Alqasir

Damien Muselet

Christophe Ducottet

2020

See List of Professors in Christophe Ducottet University(Université Jean Monnet)