Multimodal face recognition based on histograms of three local descriptors using score level fusion. - Ammar Chouchane; Mebarka Belahcene; Abdelmalik Ouamane; Salah Bourennane (EUVIP, 2014)

2D and 3D face recognition based on IPC detection and patch of interest regions. - Mebarka Belahcene; Ammar Chouchane; Nadia Mokhtari (ICCVE, 2014)

3D face recognition based on histograms of local descriptors. - Ammar Chouchane; Mebarka Belahcene; Abdelmalik Ouamane; Salah Bourennane (IPTA, 2014)

3D face recognition in presence of expressions by fusion regions of interest. - Mebarka Belahcene; Ammar Chouchane; H. Ouamane (SIU, 2014)

3D and 2D face recognition using integral projection curves based depth and intensity images. - Ammar Chouchane; Mebarka Belahcene; Salah Bourennane (Int. J. Intell. Syst. Technol. Appl., 2015)

Local descriptors and tensor local preserving projection in face recognition. - Mebarka Belahcene; M. Laid; Ammar Chouchane; Abdelmalik Ouamane; Salah Bourennane (EUVIP, 2016)

Evaluation of Histograms Local Features and Dimensionality Reduction for 3D Face Verification. - Ammar Chouchane; Mebarka Belahcene; Abdelmalik Ouamane; Salah Bourennane (J. Inf. Process. Syst., 2016)

Efficient Tensor-Based 2D+3D Face Verification. - Abdelmalik Ouamane; Ammar Chouchane; Elhocine Boutellaa; Mebarka Belahcene; Salah Bourennane; Abdenour Hadid (IEEE Trans. Inf. Forensics Secur., 2017)

3D face verification across pose based on euler rotation and tensors. - Ammar Chouchane; Abdelmalik Ouamane; Elhocine Boutellaa; Mebarka Belahcene; Salah Bourennane (Multim. Tools Appl., 2018)

Multilinear Enhanced Fisher Discriminant Analysis for robust multimodal 2D and 3D face verification. - Mohcene Bessaoudi; Mebarka Belahcene; Abdelmalik Ouamane; Ammar Chouchane; Salah Bourennane (Appl. Intell., 2019)

Multilinear Side-Information based Discriminant Analysis for face and kinship verification in the wild. - Mohcene Bessaoudi; Abdelmalik Ouamane; Mebarka Belahcene; Ammar Chouchane; Elhocine Boutellaa; Salah Bourennane (Neurocomputing, 2019)

Multilinear subspace learning using handcrafted and deep features for face kinship verification in the wild. - Mohcene Bessaoudi; Ammar Chouchane; Abdelmalik Ouamane; Elhocine Boutellaa (Appl. Intell., 2021)

Improving CNN-based Person Re-identification using score Normalization. - Ammar Chouchane; Abdelmalik Ouamane; Yassine Himeur; Wathiq Mansoor; Shadi Atalla; Afaf Benzaibak; Chahrazed Boudellal (ICIP, 2023)

Enhancing Kinship Verification through Multiscale Retinex and Combined Deep-Shallow features. - El Ouanas Belabbaci; Mohammed Khammari; Ammar Chouchane; Mohcene Bessaoudi; Abdelmalik Ouamane; Yassine Himeur; Shadi Alallal; Wathiq Mansoor (ICSPIS, 2023)

An Intelligent Edge-Deployable Indoor Air Quality Monitoring and Activity Recognition Approach. - Mohamed Rafik Aymene Berkani; Ammar Chouchane; Yassine Himeur; Abdelmalik Ouamane; Abbes Amira (ICSPIS, 2023)

Enhancing Kinship Verification through Multiscale Retinex and Combined Deep-Shallow features. - El Ouanas Belabbaci; Mohammed Khammari; Ammar Chouchane; Mohcene Bessaoudi; Abdelmalik Ouamane; Yassine Himeur; Shadi Atalla; Wathiq Mansoor (CoRR, 2023)

Fusion of Deep and Shallow Features for Face Kinship Verification. - El Ouanas Belabbaci; Mohammed Khammari; Ammar Chouchane; Mohcene Bessaoudi; Abdelmalik Ouamane; Akram Abderraouf Gharbi (CoRR, 2023)

Enhancing Person Re-Identification through Tensor Feature Fusion. - Akram Abderraouf Gharbi; Ammar Chouchane; Mohcene Bessaoudi; Abdelmalik Ouamane; El Ouanas Belabbaci (CoRR, 2023)

A Powerful Face Preprocessing For Robust Kinship Verification based Tensor Analyses. - Ammar Chouchane; Mohcene Bessaoudi; Abdelmalik Ouamane (CoRR, 2023)

Advancing Person Re-Identification: Tensor-based Feature Fusion and Multilinear Subspace Learning. - Akram Abderraouf Gharbi; Ammar Chouchane; Abdelmalik Ouamane (CoRR, 2023)

A new multidimensional discriminant representation for robust person re-identification. - Ammar Chouchane; Mohcene Bessaoudi; Elhocine Boutellaa; Abdelmalik Ouamane (Pattern Anal. Appl., 2023)

AI in Thyroid Cancer Diagnosis: Techniques, Trends, and Future Directions. - Yassine Habchi; Yassine Himeur; Hamza Kheddar; Abdelkrim Boukabou; Shadi Atalla; Ammar Chouchane; Abdelmalik Ouamane; Wathiq Mansoor (Syst., 2023)

High-order knowledge-based Discriminant features for kinship verification. - El Ouanas Belabbaci; Mohammed Khammari; Ammar Chouchane; Abdelmalik Ouamane; Mohcene Bessaoudi; Yassine Himeur; Mahmoud Hassaballah (Pattern Recognit. Lett., 2023)

A Novel Transfer Learning Approach for Detecting Partial Shading in Photovoltaic Systems. - Ali Teta; Maissa Medkour; Ahmed Chennana; Ammar Chouchane; Yassine Himeur; Shadi Atalla; Wathiq Mansoor; El Ouanas Belabbaci (BDCAT, 2024)

Very Low-Resolution Face Recognition Based On Multilinear Side-Information Based Discriminant Analysis. - Sana Bellili; Abdelmalik Ouamane; Ammar Chouchane; Yassine Himeur; Shadi Atalla; Wathiq Mansoor; Hussain Al-Ahmad (BigDataService, 2024)

Deep Learning-Based Leaf Image Analysis for Tomato Plant Disease Detection and Classification. - Ammar Chouchane; Abdelmalik Ouamane; El Ouanas Belabbaci; Yassine Himeur; Abbes Amira (ICIP, 2024)

Knowledge Pre-Trained CNN-Based Tensor Subspace Learning for Tomato Leaf Diseases Detection. - Abdelmalik Ouamane; Ammar Chouchane; Yassine Himeur; Abderrazak Debilou; Abbes Amira; Shadi Atalla; Wathiq Mansoor; Hussain Al-Ahmad (IEEE Access, 2024)

Enhanced Fault Diagnosis in Grid-Connected Photovoltaic Systems: Leveraging Transfer Learning and Ensemble Methods for Superior Accuracy. - Ali Teta; Maissa Medkour; Ahmed Chennana; Ammar Chouchane; Yassine Himeur; Rida Gadhafi; El Ouanas Belabbaci; Shadi Atalla; Wathiq Mansoor (IEEE Access, 2024)

Machine Learning and Vision Transformers for Thyroid Carcinoma Diagnosis: A review. - Yassine Habchi; Hamza Kheddar; Yassine Himeur; Abdelkrim Boukabou; Ammar Chouchane; Abdelmalik Ouamane; Shadi Atalla; Wathiq Mansoor (CoRR, 2024)

Enhancing Plant Disease Detection: A Novel CNN-Based Approach with Tensor Subspace Learning and HOWSVD-MD. - Abdelmalik Ouamane; Ammar Chouchane; Yassine Himeur; Abderrazak Debilou; Abbes Amira; Shadi Atalla; Wathiq Mansoor; Hussain Al-Ahmad (CoRR, 2024)

Multilinear subspace learning for Person Re-Identification based fusion of high order tensor features. - Ammar Chouchane; Mohcene Bessaoudi; Hamza Kheddar; Abdelmalik Ouamane; Tiago Vieira; Mahmoud Hassaballah (Eng. Appl. Artif. Intell., 2024)

A hybrid multilinear-linear subspace learning approach for enhanced person re-identification in camera networks. - Akram Abderraouf Gharbi; Ammar Chouchane; Abdelmalik Ouamane; El Ouanas Belabbaci; Yassine Himeur; Salah Bourennane (Expert Syst. Appl., 2024)

Enhancing plant disease detection: a novel CNN-based approach with tensor subspace learning and HOWSVD-MDA. - Abdelmalik Ouamane; Ammar Chouchane; Yassine Himeur; Abderrazak Debilou; Slimane Nadji; Nabil Boubakeur; Abbes Amira (Neural Comput. Appl., 2024)

Optimized Vision Transformers for Superior Plant Disease Detection. - Abdelmalik Ouamane; Ammar Chouchane; Yassine Himeur; Sami Miniaoui; Shadi Atalla; Wathiq Mansoor; Hussain Al-Ahmad (IEEE Access, 2025)

Advances in Federated Learning: Applications and Challenges in Smart Building Environments and Beyond. - Mohamed Rafik Aymene Berkani; Ammar Chouchane; Yassine Himeur; Abdelmalik Ouamane; Sami Miniaoui; Shadi Atalla; Wathiq Mansoor; Hussain Al-Ahmad (Comput., 2025)

Tensor-driven face recognition: Integrating super-resolution and multilinear subspace learning for low-resolution images. - Sana Bellili; Abdelmalik Ouamane; Ammar Chouchane; Yassine Himeur; Shadi Atalla; Wathiq Mansoor; Salah Bourennane; Faycal Bensaali (Inf. Fusion, 2025)

ViTs as backbones: Leveraging vision transformers for feature extraction. - Omar Elharrouss; Yassine Himeur; Yasir Mahmood 004; Saed Alrabaee; Abdelmalik Ouamane; Faycal Bensaali; Yassine Bechqito; Ammar Chouchane (Inf. Fusion, 2025)