Semi-automatic Cervical Cancer Segmentation Using Active Contours without Edges. - Othmane El Meslouhi; Moustapha Kardouchi; Hakim Allali; Taoufiq Gadi (SITIS, 2009)

Image Registration Using OpponentSIFT Descriptor: Application to Colposcopic Images with Specular Reflections. - Othmane El Meslouhi; Hakim Allali; Taoufiq Gadi; Yassir Ait Benkaddour; Moustapha Kardouchi (SITIS, 2010)

Automatic detection and inpainting of specular reflections for colposcopic images. - Othmane El Meslouhi; Moustapha Kardouchi; Hakim Allali; Taoufiq Gadi; Yassir Ait Benkaddour (Central Eur. J. Comput. Sci., 2011)

Face Recognition System Using Gabor Features and HTK Toolkit. - Zineb Elgarrai; Othmane El Meslouhi; Hakim Allali; Mustapha Kardouchi; Sid-Ahmed Selouani (SITIS, 2014)

Offline Face Recognition System Based on Gabor- Fisher Descriptors and Hidden Markov Models. - Zineb Elgarrai; Othmane El Meslouhi; Mustapha Kardouchi; Hakim Allali; Sid-Ahmed Selouani (Int. J. Interact. Multim. Artif. Intell., 2016)

Robust facial expression recognition system based on hidden Markov models. - Zineb Elgarrai; Othmane El Meslouhi; Mustapha Kardouchi; Hakim Allali (Int. J. Multim. Inf. Retr., 2016)

3D gesture segmentation for word-level Arabic sign language using large-scale RGB video sequences and autoencoder convolutional networks. - Abdelbasset Boukdir; Mohamed Benaddy; Ayoub Ellahyani; Othmane El Meslouhi; Mustapha Kardouchi (Signal Image Video Process., 2022)

LIDarknet: Experimenting the Power of Ensemble Learning in the Classification of Network Traffic. - Nabil Marzoug; Khidhr Halab; Younes Mamma; Fadoua Khennou; Othmane El Meslouhi (DASC/PiCom/CBDCom/CyberSciTech, 2023)

A non-intrusive multivariate analysis for monitoring inattentive driving based on physiological signals, driver inputs and visual features: A hybrid deep learning approach. - Dauha Elamrani Abou Elassad; Zouhair Elamrani Abou Elassad; Othmane El Meslouhi; Mohamed Ameksa; Hajar Mousannif; El Houssine El Mazoudi (WINCOM, 2023)

Character-level arabic text generation from sign language video using encoder-decoder model. - Abdelbasset Boukdir; Mohamed Benaddy; Othmane El Meslouhi; Mustapha Kardouchi; Moulay Akhloufi (Displays, 2023)

EPIC-NID: Exploring the Power of Class Decomposition and Oversampling in Network Intrusion Detection. - Mohamed El Aidi; Fatima Zahra El Amrani; Abdelhamid Chebel; Fadoua Khennou; Othmane El Meslouhi (ICAAI, 2024)

Attention Mechanisms vs. Frequency filters in Medical Image Segmentation: a Comparative Study. - Ismayl Labbihi; Othmane El Meslouhi; Mohamed Benaddy; Zouhair Elamrani Abou Elassad; Mustapha Kardouchi; Moulay Akhloufi (ICAAI, 2024)

Detecting Cardiovascular Morbidity using MIMIC-III Database: Assessing Three Data Imbalance Handling Techniques. - Amina Zahar; Zineb Belkho; Omar El Kalkha; Fadoua Khennou; Othmane El Meslouhi (ICAAI, 2024)

Combining frequency transformer and CNNs for medical image segmentation. - Ismayl Labbihi; Othmane El Meslouhi; Mohamed Benaddy; Mustapha Kardouchi; Moulay Akhloufi (Multim. Tools Appl., 2024)

An advanced accident avoidance system based on imbalance-control ensemble and deep learning fusion design. - Dauha Elamrani Abou Elassad; Zouhair Elamrani Abou Elassad; Abdel Majid Ed-dahbi; Othmane El Meslouhi; Mustapha Kardouchi; Moulay Akhloufi (J. Intell. Fuzzy Syst., 2024)