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Yahya Zennayi

Observed name: Zennayi, Yahya
ORCID: 0000-0002-9561-7622
Observed ORCID: 0000-0002-9561-7622
OpenAlex ID: A5060713496
Crop mapping using supervised machine learning and deep learning: a systematic literature review
2023 · Mouad Alami Machichi, loubna El mansouri, et al. · International Journal of Remote Sensing · 84
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Machine Learning Applied to Tree Crop Yield Prediction Using Field Data and Satellite Imagery: A Case Study in a Citrus Orchard
2022 · Abdellatif Moussaid, Sanaa El Fkihi, et al. · Informatics · 34
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Tree Crowns Segmentation and Classification in Overlapping Orchards Based on Satellite Images and Unsupervised Learning Algorithms
2021 · Abdellatif Moussaid, Sanaa El Fkihi, et al. · Journal of Imaging · 27
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Multiple Hypothesis Detection and Tracking Using Deep Learning for Video Traffic Surveillance
2021 · Hamd Ait Abdelali, Hatim Derrouz, et al. · IEEE Access · 23
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Citrus yield prediction using deep learning techniques: A combination of field and satellite data
2023 · Abdellatif Moussaid, Sanaa El Fkihi, et al. · Journal of Open Innovation Technology Market and Complexity · 21
CerealNet: A Hybrid Deep Learning Architecture for Cereal Crop Mapping Using Sentinel-2 Time-Series
2022 · Mouad Alami Machichi, Loubna El Mansouri, et al. · Informatics · 15
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Unauthorized access detection system to the equipments in a room based on the persons identification by face recognition
2023 · Yahya Zennayi, Soukayna Benaissa, et al. · Engineering Applications of Artificial Intelligence · 11
Citrus Orchards Monitoring based on Remote Sensing and Artificial Intelligence Techniques: A Review of the Literature
2020 · Abdellatif Moussaid, Sanaa El Fkihi, et al. · International Conference on Advanced Technologies for Humanity (ICATH) · 10
Efficient adaptive load balancing approach for compressive background subtraction algorithm on heterogeneous CPU–GPU platforms
2019 · Lhoussein Mabrouk, Sylvain Huet, et al. · Journal of Real-Time Image Processing · 10
Analyzing the Scientific Evolution of Face Recognition Research and Its Prominent Subfields
2022 · Yahya Zennayi, Francois Bourzeix, et al. · IEEE Access · 8
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Visual Vehicle Tracking via Deep Learning and Particle Filter
2020 · Hamd Ait Abdelali, Omar Bourja, et al. · Advances in intelligent systems and computing · 8
Performance and Scalability Improvement of GMM Background Segmentation Algorithm on Multi-core Parallel Platforms
2018 · Lhoussein Mabrouk, Sylvain Huet, et al. · Lecture notes in electrical engineering · 8
Efficient parallelization of GMM background subtraction algorithm on a multi-core platform for moving objects detection
2018 · Lhoussein Mabrouk, Sylvain Huet, et al. · International Conference on Advanced Technologies for Signal and Image Processing · 8
Real-time parallel implementation of road traffic radar video processing algorithms on a parallel architecture based on DSP and ARM processors
2015 · Abdessamad Klilou, Francois Bourzeix, et al. · International Conference on Intelligent Systems Design and Applications (ISDA) · 8
Sedimentary phosphate classification based on spectral analysis and machine learning
2021 · Rajaa Charifi, Najia Es-sbai, et al. · Computers & Geosciences · 7
Single Core SIMD Parallelization of GMM Background Subtraction Algorithm for Vehicles Detection
2018 · Lhoussein Mabrouk, Dominique Houzet, et al. · IEEE Congress on Information Science and Technology (CiSt) · 6
Speed estimation using simple line
2018 · Omar Bourja, Abdelilah Maach, et al. · Procedia Computer Science · 6
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Detection of Leaf Miner Infestation in Chickpea Plants Using Hyperspectral Imaging in Morocco
2025 · Mohamed Arame, Issam Meftah Kadmiri, et al. · Agronomy · 5
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Comparative Study of Color Image Segmentation by the Seeded Region Growing Algorithm
2018 · Rajaa Charifi, Najia Essbai, et al. · IEEE Congress on Information Science and Technology (CiSt) · 5
MoVITS: Moroccan Video Intelligent Transport System
2018 · Omar Bourja, Kaoutar Kabbaj, et al. · IEEE Congress on Information Science and Technology (CiSt) · 5
A Survey on Facial Emotion Recognition for the Elderly
2023 · Nouhaila Labzour, Sanaa El Fkihi, et al. · Lecture notes in networks and systems · 2
A new transport-based approach for simulating impact of urban mobility on COVID-19 propagation
2021 · El-arbi El-alaouy, Hamd Ait Abdelali, et al. · International Conference on Intelligent Computing in Data Sciences (ICDS) · 1
On the use of hierarchical modelling and remote sensing for crop mapping
2026 · Mouad Alami-Machichi, Loubna El Mansouri, et al. · International Journal of Image and Data Fusion
Early detection of Chickpea Ascochyta Blight using Hyperspectral imaging Coupled with Machine learning
2026 · Mohamed ARAME, Issam Meftah Kadmiri, et al. · Research Square
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Transfer Learning Through Adaptive Fine-Tuning and Attention Mechanism Framework for Facial Expression Recognition in the Elderly
2025 · Nouhaila Labzour, Sanaa EL Fkihi, et al. · Preprints.org
Works count: 26
Citation count: 312
H-index: 9
I10-index: 9
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