Ayoub Karine

29 papers B 1C 4Misc 2Journal 11Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
I2CKD : Intra- and inter-class knowledge distillation for semantic segmentation.
Neurocomputing
Ayoub Karine, Thibault Napoléon, Maher Jridi
2025 — conf
Interpret, Prune and Distill Donut: Towards Lightweight VLMs for VQA on Documents.
ICDAR (Workshops 1)
Adnan Ben Mansour, Ayoub Karine, David Naccache
2025 J jnl
Interpret, prune and distill Donut : towards lightweight VLMs for VQA on document.
CoRR
Adnan Ben Mansour, Ayoub Karine, David Naccache
2025 — conf
Knowledge Distillation Between 2D and 3D Vision Transformers for Point Cloud Quality Assessment.
IPTA
Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni, Maher Jridi
2025 J jnl
NSS-MDL: Natural Scene Statistics-guided multi-task deep learning for no-reference point cloud quality assessment.
Intell. Syst. Appl.
Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni, Maher Jridi
2024 — conf
Blind Point Cloud Quality Assessment via 3D Visual Saliency and Point-Based Neural Network.
IPTA
Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni, Maher Jridi
2024 J jnl
Channel-spatial knowledge distillation for efficient semantic segmentation.
Pattern Recognit. Lett.
Ayoub Karine, Thibault Napoléon, Maher Jridi
2024 J jnl
I2CKD : Intra- and Inter-Class Knowledge Distillation for Semantic Segmentation.
CoRR
Ayoub Karine, Thibault Napoléon, Maher Jridi
2023 C conf
Multi-stream Point-based model for Blind Geometric Point Cloud Quality Assessment.
CBMI
Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni, Maher Jridi
2023 J jnl
No-Reference 3D Point Cloud Quality Assessment Using Multi-View Projection and Deep Convolutional Neural Network.
IEEE Access
Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni, Maher Jridi
2022 — conf
Blind Projection-based 3D Point Cloud Quality Assessment Method using a Convolutional Neural Network.
VISIGRAPP (4: VISAPP)
Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni
2022 — conf
No-reference Point Clouds Quality Assessment using Transformer and Visual Saliency.
QoEVMA @ ACM Multimedia
Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni, Maher Jridi
2022 — conf
Semantic Images Segmentation for Autonomous Driving Using Self-Attention Knowledge Distillation.
SITIS
Ayoub Karine, Thibault Napoléon, Maher Jridi
2021 B conf
A Multi-Task Convolutional Neural Network For Blind Stereoscopic Image Quality Assessment Using Naturalness Analysis.
ICIP
Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni
2021 J jnl
A Multi-task convolutional neural network for blind stereoscopic image quality assessment using naturalness analysis.
CoRR
Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni
2020 J jnl
Multivariate copula statistical model and weighted sparse classification for radar image target recognition.
Comput. Electr. Eng.
Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
2020 — conf
Video Seals Recognition using Transfer Learning of Convolutional Neural Network.
IPTA
Ayoub Karine, Thibault Napoléon, Jean-Yves Mulot, Yves Auffret
2018 J jnl
A novel statistical model for content-based stereo image retrieval in the complex wavelet domain.
J. Vis. Commun. Image Represent.
Ayoub Karine, Ahmed Drissi El Maliani, Mohammed El Hassouni
2018 C conf
Aircraft Target Recognition Using Copula Joint Statistical Model and Sparse Representation Based Classification.
IGARSS
Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
2018 J jnl
Radar Target Recognition Using Salient Keypoint Descriptors and Multitask Sparse Representation.
Remote. Sens.
Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
2018 Misc conf
Target recognition in ISAR images based on relative phases of complex wavelet coefficients and sparse classification.
ATSIP
Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
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
2017 — conf
Classification parcimonieuse pour l'aide à la reconnaissance de cibles radar.
EGC
Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
2017 Misc conf
Saliency attention and sift keypoints combination for automatic target recognition on MSTAR dataset.
ATSIP
Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
2017 J jnl
Target Recognition in Radar Images Using Weighted Statistical Dictionary-Based Sparse Representation.
IEEE Geosci. Remote. Sens. Lett.
Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
2016 C conf
A non-Gaussian statistical modeling of SIFT and DT-CWT for radar target recognition.
AICCSA
Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
2016 — conf
Aircraft recognition using a statistical model and sparse representation.
BDAW
Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
2016 — conf
Visual salient sift keypoints descriptors for automatic target recognition.
EUVIP
Ayoub Karine, Abdelmalek Toumi, Ali Khenchaf, Mohammed El Hassouni
2015 C conf
Sonar image segmentation based on statistical modeling of wavelet subbands.
AICCSA
Ayoub Karine, Noureddine Lasmar, Alexandre Baussard, Mohammed El Hassouni