Orthophotoplan Segmentation and Colorimetric Invariants for Roof Detection. - Youssef El Merabet; Cyril Meurie; Yassine Ruichek; Abderrahmane Sbihi; Rajaa Touahni (ICIAP (2), 2011)

Watershed regions and watershed lines based cooperation strategy for image segmentation. Application to roof detection. - Youssef El Merabet; Cyril Meurie; Yassine Ruichek; Abderrahmane Sbihi; Rajaa Touahni (ISSPIT, 2011)

Orthophotoplan segmentation based on region merging for roof detection. - Youssef El Merabet; Cyril Meurie; Yassine Ruichek; Abderrahmane Sbihi; Raja Touahni (Image Processing: Machine Vision Applications, 2012)

Segmentation d'images couleur par combinaison LPE-régions/LPE-contours et fusion de régions. Application à la segmentation de toitures à partir d'orthophotoplans. (Color image segmentation by combinig watershed-regions / watershed-lines and regions merging : Application to roof segmentation from orthophotoplan). - Youssef El Merabet (2013)

Region Similarity Measures for Automatic Detection of Building Roofs from Orthophotoplans. - Abdellatif El Idrissi; Youssef El Merabet; Yassine Ruichek; Cyril Meurie; Abderrahmane Sbihi; Ahmed Moussa (SITIS, 2014)

Object Classification using Hybrid Holistic Descriptors: Application to Building Detection in Aerial Orthophotos. - Fadi Dornaika; Abdelmalik Moujahid; Alireza Bosaghzadeh; Youssef El Merabet; Yassine Ruichek (Polibits, 2015)

Building Roof Segmentation from Aerial Images Using a Lineand Region-Based Watershed Segmentation Technique. - Youssef El Merabet; Cyril Meurie; Yassine Ruichek; Abderrahmane Sbihi; Rajaa Touahni (Sensors, 2015)

Horizon Line Detection from Fisheye Images Using Color Local Image Region Descriptors and Bhattacharyya Coefficient-Based Distance. - Youssef El Merabet; Yassine Ruichek; Saman Ghaffarian; Zineb Samir; Tarik Boujiha; Rajaa Touahni; Rochdi Messoussi (ACIVS, 2016)

Arabic Writer Identification System Using the Histogram of Oriented Gradients (HOG) of Handwritten Fragments. - Yaâcoub Hannad; Imran Siddiqi; Youssef El Merabet; Mohamed El Youssfi El Kettani (MedPRAI, 2016)

Building detection from orthophotos using a machine learning approach: An empirical study on image segmentation and descriptors. - Fadi Dornaika; Abdelmalik Moujahid; Youssef El Merabet; Yassine Ruichek (Expert Syst. Appl., 2016)

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

Hellinger Kernel-based Distance and Local Image Region Descriptors for Sky Region Detection from Fisheye Images. - Youssef El Merabet; Yassine Ruichek; Saman Ghaffarian; Zineb Samir; Tarik Boujiha; Rajaa Touahni; Rochdi Messoussi; Abderrahmane Sbihi (VISIGRAPP (4: VISAPP), 2017)

Maximal similarity based region classification method through local image region descriptors and Bhattacharyya coefficient-based distance: Application to horizon line detection using wide-angle camera. - Youssef El Merabet; Yassine Ruichek; Saman Ghaffarian; Zineb Samir; Tarik Boujiha; Rochdi Messoussi; Rajaa Touahni; Abderrahmane Sbihi (Neurocomputing, 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)

Handcrafted Descriptors-Based Effective Framework for Off-line Text-Independent Writer Identification. - Abderrazak Chahi; Youssef El Merabet; Yassine Ruichek; Raja Touahni (SoCPaR, 2018)

Local directional ternary pattern: A New texture descriptor for texture classification. - Issam El Khadiri; Abderrazak Chahi; Youssef El Merabet; Yassine Ruichek; Raja Touahni (Comput. Vis. Image Underst., 2018)

Block wise local binary count for off-Line text-independent writer identification. - Abderrazak Chahi; Karim El Khadiri; Youssef El Merabet; Yassine Ruichek; Raja Touahni (Expert Syst. Appl., 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)

Local Concave-and-Convex Micro-Structure Patterns for texture classification. - Youssef El Merabet; Yassine Ruichek (Pattern Recognit., 2018)

Image classification with Local Directional Decoded Ternary Pattern. - Issam El Khadiri; Abderrazak Chahi; Youssef El Merabet; Yassine Ruichek; Raja Touahni (CoDIT, 2019)

Attractive-and-repulsive center-symmetric local binary patterns for texture classification. - Youssef El Merabet; Yassine Ruichek; Abdellatif El Idrissi (Eng. Appl. Artif. Intell., 2019)

An effective and conceptually simple feature representation for off-line text-independent writer identification. - Abderrazak Chahi; Youssef El Merabet; Yassine Ruichek; Raja Touahni (Expert Syst. Appl., 2019)

Directional Neighborhood Topologies Based Multi-Scale Quinary Pattern for Texture Classification. - Elmokhtar Rachdi; Youssef El Merabet; Zahid Akhtar; Rochdi Messoussi (IEEE Access, 2020)

Local gradient full-scale transform patterns based off-line text-independent writer identification. - Abderrazak Chahi; Youssef El Merabet; Yassine Ruichek; Raja Touahni (Appl. Soft Comput., 2020)

Cross multi-scale locally encoded gradient patterns for off-line text-independent writer identification. - Abderrazak Chahi; Youssef El Merabet; Yassine Ruichek; Raja Touahni (Eng. Appl. Artif. Intell., 2020)

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)

Palmprint recognition using state-of-the-art local texture descriptors: a comparative study. - Abdellatif El Idrissi; Youssef El Merabet; Yassine Ruichek (IET Biom., 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)

O3S-MTP: Oriented star sampling structure based multi-scale ternary pattern for texture classification. - Issam El Khadiri; Youssef El Merabet; Yassine Ruichek; Dmitry Chetverikov; Raja Touahni (Signal Process. Image Commun., 2020)

Learning From Mouse CT-Scan Brain Images To Detect MRA-TOF Human Vasculatures. - Sara Chater; Nathan Lauzeral; Anass Nouri; Youssef El Merabet; Florent Autrusseau (EMBC, 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)

Petersen Graph Multi-Orientation Based Multi-Scale Ternary Pattern (PGMO-MSTP): An Efficient Descriptor for Texture and Material Recognition. - Issam El Khadiri; Youssef El Merabet; Ahmad S. Tarawneh; Yassine Ruichek; Dmitry Chetverikov; Raja Touahni; Ahmad B. A. Hassanat (IEEE Trans. Image Process., 2021)

Local ternary pattern based multi-directional guided mixed mask (MDGMM-LTP) for texture and material classification. - Issam El Khadiri; Youssef El Merabet; Yassine Ruichek; Dmitry Chetverikov; Elmokhtar Rachdi; Ahmad S. Tarawneh (Expert Syst. Appl., 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)

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)

Texture and material classification with multi-scale ternary and septenary patterns. - Elmokhtar Rachdi; Issam El Khadiri; Youssef El Merabet; Y. Rhazi; Cyril Meurie (J. King Saud Univ. Comput. Inf. Sci., 2023)

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

WriterINet: a multi-path deep CNN for offline text-independent writer identification. - Abderrazak Chahi; Youssef El Merabet; Yassine Ruichek; Raja Touahni (Int. J. Document Anal. Recognit., 2023)

An effective DeepWINet CNN model for off-line text-independent writer identification. - Abderrazak Chahi; Youssef El Merabet; Yassine Ruichek; Raja Touahni (Pattern Anal. Appl., 2023)