Local Directional Multi Radius Binary Pattern - Novel Descriptor for Face Recognition Application. - Mohamed Kas; Youssef El Merabet; Yassine Ruichek; Rochdi Messoussi (SoCPaR, 2017)

Texture Classification via Attractive-and-Repulsive Decoded Gradient Contours. - Issam El Khadiri; Mohamed Kas; Youssef El Merabet; Yassine Ruichek; Raja Touahni (CIST, 2018)

Facial emotion recognition: A comparative analysis using 22 LBP variants. - K. Slimani; Mohamed Kas; Youssef El Merabet; Rochdi Messoussi; Yassine Ruichek (MedPRAI, 2018)

Mixed neighborhood topology cross decoded patterns for image-based face recognition. - Mohamed Kas; Youssef El Merabet; Yassine Ruichek; Rochdi Messoussi (Expert Syst. Appl., 2018)

Repulsive-and-attractive local binary gradient contours: New and efficient feature descriptors for texture classification. - Issam El Khadiri; Mohamed Kas; Youssef El Merabet; Yassine Ruichek; Raja Touahni (Inf. Sci., 2018)

Multi Level Directional Cross Binary Patterns: New handcrafted descriptor for SVM-based texture classification. - Mohamed Kas; Issam El Khadiri; Youssef El Merabet; Yassine Ruichek; Rochdi Messoussi (Eng. Appl. Artif. Intell., 2020)

A comprehensive comparative study of handcrafted methods for face recognition LBP-like and non LBP operators. - Mohamed Kas; Youssef El Merabet; Yassine Ruichek; Rochdi Messoussi (Multim. Tools Appl., 2020)

Temporal Semantics Auto-Encoding based Moving Objects Detection in Urban Driving Scenario. - Fahad Lateef; Mohamed Kas; Yassine Ruichek (IV, 2021)

New framework for person-independent facial expression recognition combining textural and shape analysis through new feature extraction approach. - Mohamed Kas; Youssef El Merabet; Yassine Ruichek; Rochdi Messoussi (Inf. Sci., 2021)

Coarse-to-fine SVD-GAN based framework for enhanced frame synthesis. - Mohamed Kas; Ibrahim Kajo; Yassine Ruichek (Eng. Appl. Artif. Intell., 2022)

RGBD deep multi-scale network for background subtraction. - Ihssane Houhou; Athmane Zitouni; Yassine Ruichek; Salah Eddine Bekhouche; Mohamed Kas; Abdelmalik Taleb-Ahmed (Int. J. Multim. Inf. Retr., 2022)

Generative adversarial networks for 2D-based CNN pose-invariant face recognition. - Mohamed Kas; Youssef El Merabet; Yassine Ruichek; Rochdi Messoussi (Int. J. Multim. Inf. Retr., 2022)

Multi streams with dynamic balancing-based Conditional Generative Adversarial Network for paired image generation. - Mohamed Kas; Yassine Ruichek (Knowl. Based Syst., 2022)

Saliency Heat-Map as Visual Attention for Autonomous Driving Using Generative Adversarial Network (GAN). - Fahad Lateef; Mohamed Kas; Yassine Ruichek (IEEE Trans. Intell. Transp. Syst., 2022)

Dedicated Encoding-Streams Based Spatio-Temporal Framework for Dynamic Person-Independent Facial Expression Recognition. - Mohamed Kas; Yassine Ruichek; Youssef El Merabet; Rochdi Messoussi (ICVS, 2023)

Tensor based completion meets adversarial learning: A win-win solution for change detection on unseen videos. - Ibrahim Kajo; Mohamed Kas; Yassine Ruichek; Nidal S. Kamel (Comput. Vis. Image Underst., 2023)

Dual neighborhood thresholding patterns based on directional sampling. - Mohamed Kas; Youssef El Merabet; Yassine Ruichek; Rochdi Messoussi (Knowl. Inf. Syst., 2023)

Learning by competing: Competitive multi-generator based adversarial learning. - Ibrahim Kajo; Mohamed Kas; Abderrazak Chahi; Yassine Ruichek (Appl. Soft Comput., 2023)

End-to-end Inception-Unet based Generative Adversarial Networks for Snow and Rain Removals. - Ibrahim Kajo; Mohamed Kas; Yassine Ruichek (CoRR, 2024)

A two-stream conditional generative adversarial network for improving semantic predictions in urban driving scenes. - Fahad Lateef; Mohamed Kas; Abderrazak Chahi; Yassine Ruichek (Eng. Appl. Artif. Intell., 2024)

No-reference quality evaluation of realistic hazy images via singular value decomposition. - Ibrahim Kajo; Abderrazak Chahi; Mohamed Kas; Yassine Ruichek (Neurocomputing, 2024)

EigenGAN: An SVD subspace-based learning for image generation using Conditional GAN. - Mohamed Kas; Abderrazak Chahi; Ibrahim Kajo; Yassine Ruichek (Knowl. Based Syst., 2024)

DLL-GAN: Degradation-level-based learnable adversarial loss for image enhancement. - Mohamed Kas; Abderrazak Chahi; Ibrahim Kajo; Yassine Ruichek (Expert Syst. Appl., 2024)

MFGAN: towards a generic multi-kernel filter based adversarial generator for image restoration. - Abderrazak Chahi; Mohamed Kas; Ibrahim Kajo; Yassine Ruichek (Int. J. Mach. Learn. Cybern., 2024)

Subspace-guided GAN for realistic single-image dehazing scenarios. - Ibrahim Kajo; Mohamed Kas; Abderrazak Chahi; Yassine Ruichek (Neural Comput. Appl., 2024)

R2GAN: Enhancing unseen image fusion with reconstruction-guided generative adversarial network. - Abderrazak Chahi; Mohamed Kas; Ibrahim Kajo; Yassine Ruichek (Appl. Intell., 2025)