Christophe Ducottet

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

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

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

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

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

Google Scholar

Christophe Ducottet Skills & Research Interests

Image Processing

Computer Vision

Optical Imaging

Top articles of Christophe Ducottet

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

Multimedia Tools and Applications

2024/3

Introducing shape priors in Siamese networks for image classification

Neurocomputing

2024/2/1

Fast Context Adaptation for Video Object Segmentation

2023/9/20

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

2023/8/21

Christophe Ducottet
Christophe Ducottet

H-Index: 14

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

2023/8/21

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

2023/7/24

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

2023/2/19

Christophe Ducottet
Christophe Ducottet

H-Index: 14

Intelligent tracking of catalytic nanoparticles trajectories during in situ ETEM experiments

2022/5/8

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

Scientific Reports

2022/2/15

Christophe Ducottet
Christophe Ducottet

H-Index: 14

Thierry Epicier
Thierry Epicier

H-Index: 24

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

Neurocomputing

2021/10/7

Christophe Ducottet
Christophe Ducottet

H-Index: 14

Leveraging end-to-end denoisers for denoising periodic signals

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

2021/8

Christophe Ducottet
Christophe Ducottet

H-Index: 14

Thierry Epicier
Thierry Epicier

H-Index: 24

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

2021/7/5

Intermittency of velocity circulation in quantum turbulence

Physical Review X

2021/3/16

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

2021/1/18

Mask-guided image classification with siamese networks

2020/3

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

Advances in water resources

2020/2/1

Christophe Ducottet
Christophe Ducottet

H-Index: 14

Double adaptation de domaine pour la détection d’objets

Conférence Nationale d’Intelligence Artificielle Année 2020

2020

Region proposal oriented approach for domain adaptive object detection

2020

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