Yahya Zennayi

Crop mapping using supervised machine learning and deep learning: a systematic literature review

Mouad Alami Machichi, Loubna El Mansouri, Yasmina Imani et al. · International Journal of Remote Sensing · 2023 · 56 citations · Full text

Convolutional Neural Network, Precision Agriculture, Engineering +20

Machine Learning Applied to Tree Crop Yield Prediction Using Field Data and Satellite Imagery: A Case Study in a Citrus Orchard

Abdellatif Moussaid, Sanaa El Fkihi, Yahya Zennayi et al. · Informatics · 2022 · 23 citations · Full text

Intelligent System, Precision Agriculture, Engineering +23

Tree Crowns Segmentation and Classification in Overlapping Orchards Based on Satellite Images and Unsupervised Learning Algorithms

Abdellatif Moussaid, Sanaa El Fkihi, Yahya Zennayi · Journal of Imaging · 2021 · 20 citations · Full text

Precision Agriculture, Engineering, Forest Biometrics +23

Multiple Hypothesis Detection and Tracking Using Deep Learning for Video Traffic Surveillance

Hamd Ait Abdelali, Hatim Derrouz, Yahya Zennayi et al. · IEEE Access · 2021 · 19 citations · Full text

Automotive Tracking, Engineering, Machine Learning +17

Citrus yield prediction using deep learning techniques: A combination of field and satellite data

Abdellatif Moussaid, Sanaa El Fkihi, Yahya Zennayi et al. · Journal of Open Innovation Technology Market and Complexity · 2023 · 15 citations · Full text