Yassine RUICHEK

About Yassine RUICHEK

Yassine RUICHEK, With an exceptional h-index of 33 and a recent h-index of 28 (since 2020), a distinguished researcher at Université de Technologie de Belfort-Montbéliard, specializes in the field of Image processing, computer vision, data fusion, classification, machine learning.

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

MFGAN: towards a generic multi-kernel filter based adversarial generator for image restoration

A two-stream conditional generative adversarial network for improving semantic predictions in urban driving scenes

Spatial relationships knowledge integration in deep learning modeling for panoptic segmentation in urban driving scenarios

EigenGAN: An SVD subspace-based learning for image generation using Conditional GAN

GAN-based paired image generation with dedicated encoding streams and dynamic balancing

An Open-source Software-hardware Integration Scheme for Embodied Human Perception in Service Robotics

Hybrid AI for panoptic segmentation: An informed deep learning approach with integration of prior spatial relationships knowledge

DLL-GAN: Degradation-level-based learnable adversarial loss for image enhancement

Yassine RUICHEK Information

University

Position

Professor of computer vision

Citations(all)

3819

Citations(since 2020)

2797

Cited By

1978

hIndex(all)

33

hIndex(since 2020)

28

i10Index(all)

92

i10Index(since 2020)

68

Email

University Profile Page

Université de Technologie de Belfort-Montbéliard

Google Scholar

View Google Scholar Profile

Yassine RUICHEK Skills & Research Interests

Image processing

computer vision

data fusion

classification

machine learning

Top articles of Yassine RUICHEK

Title

Journal

Author(s)

Publication Date

MFGAN: towards a generic multi-kernel filter based adversarial generator for image restoration

International Journal of Machine Learning and Cybernetics

Abderrazak Chahi

Mohamed Kas

Ibrahim Kajo

Yassine Ruichek

2024/3

A two-stream conditional generative adversarial network for improving semantic predictions in urban driving scenes

Engineering Applications of Artificial Intelligence

F Lateef

M Kas

A Chahi

Y Ruichek

2024/7/1

Spatial relationships knowledge integration in deep learning modeling for panoptic segmentation in urban driving scenarios

FE Benkirane

N Crombez

V Hilaire

Y Ruichek

2024/2/6

EigenGAN: An SVD subspace-based learning for image generation using Conditional GAN

Knowledge-Based Systems

M Kas

A Chahi

I Kajo

Y Ruichek

2024/6/7

GAN-based paired image generation with dedicated encoding streams and dynamic balancing

Mohamed Kas

Yassine Ruichek

2024/2/6

An Open-source Software-hardware Integration Scheme for Embodied Human Perception in Service Robotics

Iaroslav Okunevich

Vincent Hilaire

Stéphane Galland

Olivier Lamotte

Yassine Ruichek

...

2024/5/20

Hybrid AI for panoptic segmentation: An informed deep learning approach with integration of prior spatial relationships knowledge

Computer Vision and Image Understanding

Fatima Ezzahra Benkirane

Nathan Crombez

Vincent Hilaire

Yassine Ruichek

2024/3/1

DLL-GAN: Degradation-level-based learnable adversarial loss for image enhancement

Expert Systems with Applications

Mohamed Kas

Abderrazak Chahi

Ibrahim Kajo

Yassine Ruichek

2024/3/1

Efficient online transfer learning for road participants detection in autonomous driving

IEEE Sensors Journal

Rui Yang

Zhi Yan

Tao Yang

Yaonan Wang

Yassine Ruichek

2023/8/18

History Based Incremental Singular Value Decomposition for Background Initialization and Foreground Segmentation

Ibrahim Kajo

Yassine Ruichek

Nidal Kamel

2023/11/27

Integration of ontology reasoning-based monocular cues in deep learning modeling for single image depth estimation in urban driving scenarios

Knowledge-Based Systems

Fatima Ezzahra Benkirane

Nathan Crombez

Yassine Ruichek

Vincent Hilaire

2023/1/25

An effective DeepWINet CNN model for off-line text-independent writer identification

Pattern Analysis and Applications

Abderrazak Chahi

Youssef El-merabet

Yassine Ruichek

Raja Touahni

2023/8

Motion and geometry-related information fusion through a framework for object identification from a moving camera in urban driving scenarios

Transportation research part C: emerging technologies

Fahad Lateef

Mohamed Kas

Yassine Ruichek

2023/10/1

Tensor based completion meets adversarial learning: a win–win solution for change detection on unseen videos

Computer Vision and Image Understanding

Ibrahim Kajo

Mohamed Kas

Yassine Ruichek

Nidal Kamel

2023/1/1

WriterINet: a multi-path deep CNN for offline text-independent writer identification

International Journal on Document Analysis and Recognition (IJDAR)

Abderrazak Chahi

Youssef El Merabet

Yassine Ruichek

Raja Touahni

2023/6

Learning by competing: Competitive multi-generator based adversarial learning

Applied Soft Computing

I Kajo

M Kas

A Chahi

Y Ruichek

2023/10/1

Dual neighborhood thresholding patterns based on directional sampling: Effective face representation on mixed face recognition dataset

Knowledge and Information Systems

Mohamed Kas

Youssef El-merabet

Yassine Ruichek

Rochdi Messoussi

2023/1

Pose Estimation Keypoints in Age Recognition of Full Body Image

Rachad Lakis

Joseph Constantin

Ibtissam Constantin

Vinh Truong Hoang

Yassine Ruichek

2023/12/12

Dedicated Encoding-Streams Based Spatio-Temporal Framework for Dynamic Person-Independent Facial Expression Recognition

Mohamed Kas

Yassine Ruichek

Youssef EL-Merabet

Rochdi Messoussi

2023/9/21

Intégration de connaissances sur les relations spatiales dans la fonction de perte d'un réseau de neurones pour la segmentation panoptique

Fatima Ezzahra Benkirane

Nathan Crombez Nathan Crombez

Vincent Hilaire

Yassine Ruichek

2023/5/22

See List of Professors in Yassine RUICHEK University(Université de Technologie de Belfort-Montbéliard)