Sonar image segmentation based on statistical modeling of wavelet subbands. - Ayoub Karine; Noureddine Lasmar; Alexandre Baussard; Mohammed El Hassouni (AICCSA, 2015)

A non-Gaussian statistical modeling of SIFT and DT-CWT for radar target recognition. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (AICCSA, 2016)

Aircraft recognition using a statistical model and sparse representation. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (BDAW, 2016)

Visual salient sift keypoints descriptors for automatic target recognition. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (EUVIP, 2016)

Saliency attention and sift keypoints combination for automatic target recognition on MSTAR dataset. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (ATSIP, 2017)

Classification parcimonieuse pour l'aide à la reconnaissance de cibles radar. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (EGC, 2017)

Target Recognition in Radar Images Using Weighted Statistical Dictionary-Based Sparse Representation. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (IEEE Geosci. Remote. Sens. Lett., 2017)

Target recognition in ISAR images based on relative phases of complex wavelet coefficients and sparse classification. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (ATSIP, 2018)

Aircraft Target Recognition Using Copula Joint Statistical Model and Sparse Representation Based Classification. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (IGARSS, 2018)

A novel statistical model for content-based stereo image retrieval in the complex wavelet domain. - Ayoub Karine; Ahmed Drissi El Maliani; Mohammed El Hassouni (J. Vis. Commun. Image Represent., 2018)

Radar Target Recognition Using Salient Keypoint Descriptors and Multitask Sparse Representation. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (Remote. Sens., 2018)

Traitement et classification parcimonieuse des images radar pour l'aide à la reconnaissancede cibles. (Treatement and sparse classification of radar images for automatic target recognition). - Ayoub Karine (2018)

Video Seals Recognition using Transfer Learning of Convolutional Neural Network. - Ayoub Karine; Thibault Napoléon; Jean-Yves Mulot; Yves Auffret (IPTA, 2020)

Multivariate copula statistical model and weighted sparse classification for radar image target recognition. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (Comput. Electr. Eng., 2020)

A Multi-Task Convolutional Neural Network For Blind Stereoscopic Image Quality Assessment Using Naturalness Analysis. - Salima Bourbia; Ayoub Karine; Aladine Chetouani; Mohammed El Hassouni (ICIP, 2021)

No-reference Point Clouds Quality Assessment using Transformer and Visual Saliency. - Salima Bourbia; Ayoub Karine; Aladine Chetouani; Mohammed El Hassouni; Maher Jridi (QoEVMA @ ACM Multimedia, 2022)

Semantic Images Segmentation for Autonomous Driving Using Self-Attention Knowledge Distillation. - Ayoub Karine; Thibault Napoléon; Maher Jridi (SITIS, 2022)

Blind Projection-based 3D Point Cloud Quality Assessment Method using a Convolutional Neural Network. - Salima Bourbia; Ayoub Karine; Aladine Chetouani; Mohammed El Hassouni (VISIGRAPP (4: VISAPP), 2022)

Multi-stream Point-based model for Blind Geometric Point Cloud Quality Assessment. - Salima Bourbia; Ayoub Karine; Aladine Chetouani; Mohammed El Hassouni; Maher Jridi (CBMI, 2023)

No-Reference 3D Point Cloud Quality Assessment Using Multi-View Projection and Deep Convolutional Neural Network. - Salima Bourbia; Ayoub Karine; Aladine Chetouani; Mohammed El Hassouni; Maher Jridi (IEEE Access, 2023)

Blind Point Cloud Quality Assessment via 3D Visual Saliency and Point-Based Neural Network. - Salima Bourbia; Ayoub Karine; Aladine Chetouani; Mohammed El Hassouni; Maher Jridi (IPTA, 2024)

Channel-spatial knowledge distillation for efficient semantic segmentation. - Ayoub Karine; Thibault Napoléon; Maher Jridi (Pattern Recognit. Lett., 2024)

I2CKD : Intra- and inter-class knowledge distillation for semantic segmentation. - Ayoub Karine; Thibault Napoléon; Maher Jridi (Neurocomputing, 2025)