• Ibrahim KAJO, Abderrazak CHAHI, Mohamed KAS, Yassine RUICHEK. “No-reference quality evaluation of realistic hazy images via singular value decomposition”. In the Neurocomputing. vol. 610, n. 128574. DOI: 10.1016/j.neucom.2024.128574, ISSN: 0925-2312. Elsevier. Scimago: Q1, WoS: Q2, IF: 5.779. 2024.
• Ibrahim KAJO, Mohamed KAS, Abderrazak CHAHI, Yassine RUICHEK. “Subspace-guided GAN for realistic single-image dehazing scenarios”. In the Neural Computing and Applications. vol. 36, pp. 17023–17044. DOI: 10.1007/s00521-024-09969-4, ISSN: 1433-3058. Springer. Ranking: Q2, IF: 5.102. June, 2024.
• Mohamed KAS, Abderrazak CHAHI, Ibrahim KAJO, Yassine RUICHEK. “DLL-GAN: Degradation-level-based learnable adversarial loss for image enhancement”. In the Expert Systems with Applications. vol. 237, pp. 121666. DOI: 10.1016/j.eswa.2023.121666, ISSN: 0957-4174. Elsevier. Ranking: Q1, IF: 8.665. 2024.
• Mohamed KAS, Abderrazak CHAHI, Ibrahim KAJO, Yassine RUICHEK. “EigenGAN: An SVD subspace-based learning for image generation using Conditional GAN”. In the Knowledge-based Systems. vol. 293, pp. 111691. DOI: 10.1016/j.knosys.2024.111691, ISSN: 0950-7051. Elsevier. Ranking: Q1, IF: 8.139. June, 2024.
• Fahad LATEEF, Mohamed KAS, Abderrazak CHAHI. “A two-stream conditional generative adversarial network for improving semantic predictions in urban driving scenes”. In the Engineering Applications of Artificial Intelligence. vol. 133, n. Part C. DOI: 10.1016/j.engappai.2024.108290, ISSN: 0952-1976. Elsevier. Ranking: Q1, IF: 7.802. July, 2024.
• Abderrazak CHAHI, Mohamed KAS, Ibrahim KAJO, Yassine RUICHEK. “MFGAN: towards a generic multi-kernel filter based adversarial generator for image restoration”. In the Machine Learning and Cybernetics. vol. 15, n. 3, pp. 1113-113. DOI: 10.1007/s13042-023-01959-7, ISSN: 1868-808X. Springer. Ranking: Q2, IF: 4.377. 2023.
• Ibrahim KAJO, Mohamed KAS, Abderrazak CHAHI, Yassine RUICHEK. “Learning by competing: Competitive multi-generator based adversarial learning”. In the Applied Soft Computing. vol. 146, pp. 110698. DOI: 10.1016/j.asoc.2023.110698, ISSN: 1568-4946. Elsevier. Ranking: Q1, IF: 8.263. 2023.
• Ibrahim KAJO, Mohamed KAS, Yassine RUICHEK, Nidal KAMEL. “Tensor based completion meets adversarial learning: A winwin solution for change detection on unseen videos”. In the Computer Vision and Image Understanding. vol. 226, n. 103584. DOI: 10.1016/j.cviu.2022.103584, ISSN: 1090-235X. Elsevier. Scimago: Q1, WoS: Q2, IF: 4.886. 2023.
• Mohamed KAS, Yassine RUICHEK, Youssef EL MERABET, Rochdi MESSOUSSI. “Dedicated Encoding-Streams Based Spatio-Temporal Framework for Dynamic Person-Independent Facial Expression Recognition”. In the International Conference on Computer Vision Systems (ICVS-23). pp. 17-30. DOI: 10.1007/978-3-031-44137-0_2, ISBN: 978-3-031-44137-0. 2023.
• Fahad LATEEF, Mohamed KAS, Yassine RUICHEK. “Motion and geometry-related information fusion through a framework for object identification from a moving camera in urban driving scenarios”. In the Transportation Research Part C: Emerging Technologies. vol. 155, pp. 104271. DOI: 10.1016/j.trc.2023.104271, ISSN: 0968-090X. Elsevier. Ranking: Q1, IF: 9.022. 2023.
• Fahad LATEEF, Mohamed KAS, Yassine RUICHEK. “Motion and geometry-related information fusion through a framework for object identification from a moving camera in urban driving scenarios”. In the Transportation Research Part C: Emerging Technologies. vol. 155, pp. 104271. DOI: 10.1016/j.trc.2023.104271, ISSN: 0968-090X. Elsevier. Ranking: Q1, IF: 9.022. 2023.
• Ihssane HOUHOU, Athmane ZITOUNI, Yassine RUICHEK, Salah Eddine BEKHOUCHE, Mohamed KAS, Abdelmalik TALEB-AHMED. “RGBD deep multi-scale network for background subtraction”. In the Multimedia Information Retrieval. vol. 11, n. 3, pp. 395–407. DOI: 10.1007/s13735-022-00232-x, ISSN: 21926611. Springer London. Scimago: Q1, WoS: Q3, IF: 2.553. September, 2022.
• Mohamed KAS, Youssef EL MERABET, Yassine RUICHEK, Rochdi MESSOUSSI. “Dual neighborhood thresholding patterns based on directional sampling: Effective face representation on mixed face recognition dataset”. In the Knowledge and Information Systems. DOI: 10.1007/s10115-022-01720-6, ISSN: 0219-1377. Springer. Scimago: Q2, WoS: Q3, IF: 2.531. October, 2022.
• Mohamed KAS, Youssef EL MERABET, Yassine RUICHEK, Rochdi MESSOUSSI. “Generative adversarial networks for 2D-based CNN pose-invariant face recognition”. In the Multimedia Information Retrieval. DOI: 10.1007/s13735-022-00249-2, ISSN: 21926611. Springer London. Scimago: Q1, WoS: Q3, IF: 2.553. September, 2022.
• Mohamed KAS, Ibrahim KAJO, Yassine RUICHEK. “Coarse-to-fine SVD-GAN based framework for enhanced frame synthesis”. In the Engineering Applications of Artificial Intelligence. vol. 110, pp. 104699. DOI: 10.1016/j.engappai.2022.104699, ISSN: 0952-1976. Elsevier. Ranking: Q1, IF: 7.802. April, 2022.
• Mohamed KAS, Yassine RUICHEK. “Multi streams with dynamic balancing-based Conditional Generative Adversarial Network for paired image generation”. In the Knowledge-based Systems. vol. 251, pp. 109252. DOI: 10.1016/j.knosys.2022.109252, ISSN: 0950-7051. Elsevier. Ranking: Q1, IF: 8.139. September, 2022.
• Mohamed KAS, Youssef EL MERABET, Yassine RUICHEK, Rochdi MESSOUSSI. “New framework for Person-independent Facial Expression Recognition Combining textural and shape analysis through new feature extraction approach”. In the Information Sciences. vol. 549, pp. 200-220. DOI: 10.1016/j.ins.2020.10.065, ISSN: 0020-0255. Elsevier. Ranking: Q1, IF: 8.233. March, 2021.
• Fahad LATEEF, Mohamed KAS, Yassine RUICHEK. “Saliency Heat-Map as Visual Attention for Autonomous Driving Using Generative Adversarial Network (GAN)”. In the IEEE Transactions on Intelligent Transportation Systems. DOI: 10.1109/TITS.2021.3053178, ISSN: 1558-0016. IEEE. Ranking: Q1, IF: 9.551. 2021.
• Fahad LATEEF, Mohamed KAS, Yassine RUICHEK. “Temporal Semantics Auto-Encoding based Moving Objects Detection in Urban Driving Scenario”. In the IEEE Intelligent Vehicles Symposium (IV-21). pp. 1352-1358. DOI: 10.1109/IV48863.2021.9575796. 2021.
• Mohamed KAS, Issam EL KHADIRI, Youssef EL MERABET, Yassine RUICHEK, Rochdi MESSOUSSI. “Multi-Level Directional Cross Binary Patterns New handcrafted descriptor for SVM-based texture classification”. In the Engineering Applications of Artificial Intelligence. DOI: 10.1016/j.engappai.2020.103743, ISSN: 0952-1976. Elsevier. Ranking: Q1. June, 2020.
• Mohamed KAS, Youssef EL MERABET, Yassine RUICHEK, Rochdi MESSOUSSI. “A comprehensive comparative study of handcrafted methods for face recognition LBP-like and non-LBP operators”. In the Multimedia Tools and Applications. vol. 79, n. 1-2, pp. 375-413. DOI: 10.1007/s11042-019-08049-3, ISSN: 1573-7721. Springer. Ranking: Q2, IF: 2.757. 2020.
• Khadija SLIMANI, Mohamed KAS, Youssef EL MERABET, Yassine RUICHEK, Rochdi MESSOUSSI. “Local feature extraction based facial emotion recognition: A survey”. In the Electrical and Computer Engineering. vol. 10, n. 4, pp. 4080-4092. DOI: 10.11591/ijece.v10i4.pp4080-4092, ISSN: 2090-0155. Hindawi Publishing Corporation. Ranking: Q2. August, 2020.
• Issam EL KHADIRI, Mohamed KAS, Youssef EL MERABET, Yassine RUICHEK, Raja TOUAHNI. “Repulsive-and-Attractive Local Binary Gradient Contours: New and Efficient Feature Descriptors for Texture Classification”. In the Information Sciences. vol. 467, pp. 634-653. ISSN: 0020-0255. Elsevier. Ranking: Q1, IF: 4.832. October, 2018.
• Mohamed KAS, Youssef EL MERABET, Yassine RUICHEK, Rochdi MESSOUSSI. “Mixed Neighborhood Topology Cross Decoded Patterns for Image-Based Face Recognition”. In the Expert Systems with Applications. vol. 114, pp. 119-142. ISSN: 0957-4174. Elsevier. Ranking: Q1, IF: 4.292. December, 2018.
• Mohamed KAS, Youssef EL MERABET, Yassine RUICHEK, Rochdi MESSOUSSI. “Comprehensive Experimental Analysis of Handcrafted Descriptors for Face Recognition”. In the International Symposium on Advanced Electrical and Communication Technologies (ISAECT-18). Rabat-Kénitra, Morocco. November, 2018.
• Khadija SLIMANI, Mohamed KAS, Youssef EL MERABET, Rochdi MESSOUSSI, Yassine RUICHEK. “Facial emotion recognition: A comparative analysis using 22 LBP variants”. In the 2nd Mediterranean Conference on Pattern Recognition and Artificial Intelligence (MedPRAI-18). DOI: 10.1145/3177148.3180092. Rabat, Morocco. March, 2018.
• Mohamed KAS, Youssef EL MERABET, Yassine RUICHEK, Rochdi MESSOUSSI. “Local Directional Multi Radius Binary Pattern: Novel descriptor for face recognition application”. In the 9th International Conference on Soft Computing and Pattern Recognition (SoCPaR-17). DOI: 10.1007/978-3-319-76357-6_4. Marrakech, Morocco. December, 2017.
• Khadija SLIMANI, Mohamed KAS, Issam EL KHADIRI, Youssef EL MERABET, Yassine RUICHEK, Rochdi MESSOUSSI. “Facial expression recognition: A comparative analysis using 20 LBP variants”. In the International Conference on Affective Computing, Machine Learning and Intelligent Systems (ACMLIS-17). DOI: 10.1145/3177148.3180092. Tetuan, Morocco. May, 2017.