Ammar Chouchane

43 papers B 2C 1Journal 32Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Enhancing face verification for Low-Resolution images with Super-Resolution and vision transformers. Expert Syst. Appl. Sana Bellili, Abdelmalik Ouamane, Ammar Chouchane, Yassine Himeur, Shadi Atalla, Wathiq Mansoor, Salah Bourennane
2025	J	`jnl`	Advances in Federated Learning: Applications and Challenges in Smart Building Environments and Beyond. Comput. Mohamed Rafik Aymene Berkani, Ammar Chouchane, Yassine Himeur, Abdelmalik Ouamane, Sami Miniaoui, Shadi Atalla, Wathiq Mansoor, Hussain Al-Ahmad
2025	J	`jnl`	Improving face kinship verification via tensor representation of multiple deep CNNs features combined with 2DDWT histograms. Multim. Tools Appl. El Ouanas Belabbaci, Mohammed Khammari, Ammar Chouchane, Abdelmalik Ouamane, Mohcene Bessaoudi, Akram Abderraouf Gharbi, Yassine Himeur
2025	J	`jnl`	Multilinear subspace learning for person re-identification based fusion of high order tensor features. CoRR Ammar Chouchane, Mohcene Bessaoudi, Hamza Kheddar, Abdelmalik Ouamane, Tiago Vieira, Mahmoud Hassaballah
2025	J	`jnl`	Optimized Vision Transformers for Superior Plant Disease Detection. IEEE Access Abdelmalik Ouamane, Ammar Chouchane, Yassine Himeur, Sami Miniaoui, Shadi Atalla, Wathiq Mansoor, Hussain Al-Ahmad
2025	J	`jnl`	Tensor-driven face recognition: Integrating super-resolution and multilinear subspace learning for low-resolution images. Inf. Fusion Sana Bellili, Abdelmalik Ouamane, Ammar Chouchane, Yassine Himeur, Shadi Atalla, Wathiq Mansoor, Salah Bourennane, Faycal Bensaali
2025	J	`jnl`	ViTs as backbones: Leveraging vision transformers for feature extraction. Inf. Fusion Omar Elharrouss, Yassine Himeur, Yasir Mahmood, Saed Alrabaee, Abdelmalik Ouamane, Faycal Bensaali, Yassine Bechqito, Ammar Chouchane
2024	C	`conf`	A Novel Transfer Learning Approach for Detecting Partial Shading in Photovoltaic Systems. BDCAT Ali Teta, Maissa Medkour, Ahmed Chennana, Ammar Chouchane, Yassine Himeur, Shadi Atalla, Wathiq Mansoor, El Ouanas Belabbaci
2024	J	`jnl`	A hybrid multilinear-linear subspace learning approach for enhanced person re-identification in camera networks. Expert Syst. Appl. Akram Abderraouf Gharbi, Ammar Chouchane, Abdelmalik Ouamane, El Ouanas Belabbaci, Yassine Himeur, Salah Bourennane
2024	B	`conf`	Deep Learning-Based Leaf Image Analysis for Tomato Plant Disease Detection and Classification. ICIP Ammar Chouchane, Abdelmalik Ouamane, El Ouanas Belabbaci, Yassine Himeur, Abbes Amira
2024	J	`jnl`	Enhanced Fault Diagnosis in Grid-Connected Photovoltaic Systems: Leveraging Transfer Learning and Ensemble Methods for Superior Accuracy. IEEE Access Ali Teta, Maissa Medkour, Ahmed Chennana, Ammar Chouchane, Yassine Himeur, Rida Gadhafi, El Ouanas Belabbaci, Shadi Atalla, Wathiq Mansoor
2024	J	`jnl`	Enhancing Plant Disease Detection: A Novel CNN-Based Approach with Tensor Subspace Learning and HOWSVD-MD. CoRR Abdelmalik Ouamane, Ammar Chouchane, Yassine Himeur, Abderrazak Debilou, Abbes Amira, Shadi Atalla, Wathiq Mansoor, Hussain Al-Ahmad
2024	J	`jnl`	Enhancing plant disease detection: a novel CNN-based approach with tensor subspace learning and HOWSVD-MDA. Neural Comput. Appl. Abdelmalik Ouamane, Ammar Chouchane, Yassine Himeur, Abderrazak Debilou, Slimane Nadji, Nabil Boubakeur, Abbes Amira
2024	J	`jnl`	Knowledge Pre-Trained CNN-Based Tensor Subspace Learning for Tomato Leaf Diseases Detection. IEEE Access Abdelmalik Ouamane, Ammar Chouchane, Yassine Himeur, Abderrazak Debilou, Abbes Amira, Shadi Atalla, Wathiq Mansoor, Hussain Al-Ahmad
2024	J	`jnl`	Machine Learning and Vision Transformers for Thyroid Carcinoma Diagnosis: A review. CoRR Yassine Habchi, Hamza Kheddar, Yassine Himeur, Abdelkrim Boukabou, Ammar Chouchane, Abdelmalik Ouamane, Shadi Atalla, Wathiq Mansoor
2024	J	`jnl`	Multilinear subspace learning for Person Re-Identification based fusion of high order tensor features. Eng. Appl. Artif. Intell. Ammar Chouchane, Mohcene Bessaoudi, Hamza Kheddar, Abdelmalik Ouamane, Tiago Vieira, Mahmoud Hassaballah
2024	—	`conf`	Very Low-Resolution Face Recognition Based On Multilinear Side-Information Based Discriminant Analysis. BigDataService Sana Bellili, Abdelmalik Ouamane, Ammar Chouchane, Yassine Himeur, Shadi Atalla, Wathiq Mansoor, Hussain Al-Ahmad
2023	J	`jnl`	A Powerful Face Preprocessing For Robust Kinship Verification based Tensor Analyses. CoRR Ammar Chouchane, Mohcene Bessaoudi, Abdelmalik Ouamane
2023	J	`jnl`	A new multidimensional discriminant representation for robust person re-identification. Pattern Anal. Appl. Ammar Chouchane, Mohcene Bessaoudi, Elhocine Boutellaa, Abdelmalik Ouamane
2023	J	`jnl`	AI in Thyroid Cancer Diagnosis: Techniques, Trends, and Future Directions. CoRR Yassine Habchi, Yassine Himeur, Hamza Kheddar, Abdelkrim Boukabou, Shadi Atalla, Ammar Chouchane, Abdelmalik Ouamane, Wathiq Mansoor
2023	J	`jnl`	AI in Thyroid Cancer Diagnosis: Techniques, Trends, and Future Directions. Syst. Yassine Habchi, Yassine Himeur, Hamza Kheddar, Abdelkrim Boukabou, Shadi Atalla, Ammar Chouchane, Abdelmalik Ouamane, Wathiq Mansoor
2023	J	`jnl`	Advancing Person Re-Identification: Tensor-based Feature Fusion and Multilinear Subspace Learning. CoRR Akram Abderraouf Gharbi, Ammar Chouchane, Abdelmalik Ouamane
2023	—	`conf`	An Intelligent Edge-Deployable Indoor Air Quality Monitoring and Activity Recognition Approach. ICSPIS Mohamed Rafik Aymene Berkani, Ammar Chouchane, Yassine Himeur, Abdelmalik Ouamane, Abbes Amira
2023	J	`jnl`	An Intelligent Edge-Deployable Indoor Air Quality Monitoring and Activity Recognition Approach. CoRR Mohamed Rafik Aymene Berkani, Ammar Chouchane, Yassine Himeur, Abdelmalik Ouamane, Abbes Amira
2023	—	`conf`	Enhancing Kinship Verification through Multiscale Retinex and Combined Deep-Shallow features. ICSPIS El Ouanas Belabbaci, Mohammed Khammari, Ammar Chouchane, Mohcene Bessaoudi, Abdelmalik Ouamane, Yassine Himeur, Shadi Alallal, Wathiq Mansoor
2023	J	`jnl`	Enhancing Kinship Verification through Multiscale Retinex and Combined Deep-Shallow features. CoRR El Ouanas Belabbaci, Mohammed Khammari, Ammar Chouchane, Mohcene Bessaoudi, Abdelmalik Ouamane, Yassine Himeur, Shadi Atalla, Wathiq Mansoor
2023	J	`jnl`	Enhancing Person Re-Identification through Tensor Feature Fusion. CoRR Akram Abderraouf Gharbi, Ammar Chouchane, Mohcene Bessaoudi, Abdelmalik Ouamane, El Ouanas Belabbaci
2023	J	`jnl`	Fusion of Deep and Shallow Features for Face Kinship Verification. CoRR El Ouanas Belabbaci, Mohammed Khammari, Ammar Chouchane, Mohcene Bessaoudi, Abdelmalik Ouamane, Akram Abderraouf Gharbi
2023	J	`jnl`	High-order knowledge-based Discriminant features for kinship verification. Pattern Recognit. Lett. El Ouanas Belabbaci, Mohammed Khammari, Ammar Chouchane, Abdelmalik Ouamane, Mohcene Bessaoudi, Yassine Himeur, Mahmoud Hassaballah
2023	B	`conf`	Improving CNN-based Person Re-identification using score Normalization. ICIP Ammar Chouchane, Abdelmalik Ouamane, Yassine Himeur, Wathiq Mansoor, Shadi Atalla, Afaf Benzaibak, Chahrazed Boudellal
2023	J	`jnl`	Improving CNN-based Person Re-identification using score Normalization. CoRR Ammar Chouchane, Abdelmalik Ouamane, Yassine Himeur, Wathiq Mansoor, Shadi Atalla, Afaf Benzaibak, Chahrazed Boudellal
2021	J	`jnl`	Multilinear subspace learning using handcrafted and deep features for face kinship verification in the wild. Appl. Intell. Mohcene Bessaoudi, Ammar Chouchane, Abdelmalik Ouamane, Elhocine Boutellaa
2019	J	`jnl`	Multilinear Enhanced Fisher Discriminant Analysis for robust multimodal 2D and 3D face verification. Appl. Intell. Mohcene Bessaoudi, Mebarka Belahcene, Abdelmalik Ouamane, Ammar Chouchane, Salah Bourennane
2019	J	`jnl`	Multilinear Side-Information based Discriminant Analysis for face and kinship verification in the wild. Neurocomputing Mohcene Bessaoudi, Abdelmalik Ouamane, Mebarka Belahcene, Ammar Chouchane, Elhocine Boutellaa, Salah Bourennane
2018	J	`jnl`	3D face verification across pose based on euler rotation and tensors. Multim. Tools Appl. Ammar Chouchane, Abdelmalik Ouamane, Elhocine Boutellaa, Mebarka Belahcene, Salah Bourennane
2017	J	`jnl`	Efficient Tensor-Based 2D+3D Face Verification. IEEE Trans. Inf. Forensics Secur. Abdelmalik Ouamane, Ammar Chouchane, Elhocine Boutellaa, Mebarka Belahcene, Salah Bourennane, Abdenour Hadid
2016	J	`jnl`	Evaluation of Histograms Local Features and Dimensionality Reduction for 3D Face Verification. J. Inf. Process. Syst. Ammar Chouchane, Mebarka Belahcene, Abdelmalik Ouamane, Salah Bourennane
2016	—	`conf`	Local descriptors and tensor local preserving projection in face recognition. EUVIP Mebarka Belahcene, M. Laid, Ammar Chouchane, Abdelmalik Ouamane, Salah Bourennane
2015	J	`jnl`	3D and 2D face recognition using integral projection curves based depth and intensity images. Int. J. Intell. Syst. Technol. Appl. Ammar Chouchane, Mebarka Belahcene, Salah Bourennane
2014	—	`conf`	2D and 3D face recognition based on IPC detection and patch of interest regions. ICCVE Mebarka Belahcene, Ammar Chouchane, Nadia Mokhtari
2014	—	`conf`	3D face recognition based on histograms of local descriptors. IPTA Ammar Chouchane, Mebarka Belahcene, Abdelmalik Ouamane, Salah Bourennane
2014	—	`conf`	3D face recognition in presence of expressions by fusion regions of interest. SIU Mebarka Belahcene, Ammar Chouchane, H. Ouamane
2014	—	`conf`	Multimodal face recognition based on histograms of three local descriptors using score level fusion. EUVIP Ammar Chouchane, Mebarka Belahcene, Abdelmalik Ouamane, Salah Bourennane