Search Results - "Sebari, Imane"

Automatic Sub-Pixel Co-Registration of Remote Sensing Images Using Phase Correlation and Harris Detector by Rasmy, Laila, Sebari, Imane, Ettarid, Mohamed

“…In this paper, we propose a new approach for sub-pixel co-registration based on Fourier phase correlation combined with the Harris detector. Due to the…”
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Towards a Multi-Temporal Deep Learning Approach for Mapping Urban Fabric Using Sentinel 2 Images by El Mendili, Lamiae, Puissant, Anne, Chougrad, Mehdi, Sebari, Imane

“…The major part of the population lives in urban areas, and this is expected to increase in the future. The main challenges faced by cities currently and…”
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Thermal Infrared and Visual Inspection of Photovoltaic Installations by UAV Photogrammetry—Application Case: Morocco by Zefri, Yahya, ElKettani, Achraf, Sebari, Imane, Lamallam, Sara Ait

“…Being sustainable, clean, and eco-friendly, photovoltaic technology is considered as one of the most hoped solutions face to worldwide energetic challenges…”
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Extending the IFC Standard to Enable Road Operation and Maintenance Management through OpenBIM by Ait-Lamallam, Sara, Yaagoubi, Reda, Sebari, Imane, Doukari, Omar

“…Open Building Information Modelling (OpenBIM) is a collaborative project management process. Its application to road infrastructures is currently limited…”
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Towards Smart Irrigation: A Literature Review on the Use of Geospatial Technologies and Machine Learning in the Management of Water Resources in Arboriculture by Ahansal, Youssef, Bouziani, Mourad, Yaagoubi, Reda, Sebari, Imane, Sebari, Karima, Kenny, Lahcen

“…Agriculture consumes an important ratio of the water reserve in irrigated areas. The improvement of irrigation is becoming essential to reduce this high water…”
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A Spectral and Spatial Comparison of Satellite-Based Hyperspectral Data for Geological Mapping by Chakraborty, Rupsa, Rachdi, Imane, Thiele, Samuel, Booysen, René, Kirsch, Moritz, Lorenz, Sandra, Gloaguen, Richard, Sebari, Imane

“…The new generation of satellite hyperspectral (HS) sensors provides remarkable potential for regional-scale mineralogical mapping. However, as with any…”
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IFCInfra4OM: An Ontology to Integrate Operation and Maintenance Information in Highway Information Modelling by Ait-Lamallam, Sara, Sebari, Imane, Yaagoubi, Reda, Doukari, Omar

“…Building information modelling (BIM) is increasingly appropriate for infrastructure projects, and in particular for transport infrastructure. It is a digital…”
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Intelligent mapping of irrigated areas from Landsat 8 images using transfer learning by BENBAHRIA, Zouhair, SEBARİ, İmane, HAJJİ, Hicham, SMİEJ, Mohamed Faouzi

“…The lack of reliable and up-to-date data in developing countries is a major obstacle to sustainable development. In Morocco, where groundwater withdrawals by…”
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Mapping Wheat Dry Matter and Nitrogen Content Dynamics and Estimation of Wheat Yield Using UAV Multispectral Imagery Machine Learning and a Variety-Based Approach: Case Study of Morocco by Astaoui, Ghizlane, Dadaiss, Jamal Eddine, Sebari, Imane, Benmansour, Samir, Mohamed, Ettarid

“…Our work aims to monitor wheat crop using a variety-based approach by taking into consideration four different phenological stages of wheat crop development…”
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Applied Deep Learning-Based Crop Yield Prediction: A Systematic Analysis of Current Developments and Potential Challenges by Meghraoui, Khadija, Sebari, Imane, Pilz, Juergen, Ait El Kadi, Kenza, Bensiali, Saloua

“…Agriculture is essential for global income, poverty reduction, and food security, with crop yield being a crucial measure in this field. Traditional crop yield…”
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Biomass and Carbon Stock Quantification in Cork Oak Forest of Maamora Using a New Approach Based on the Combination of Aerial Laser Scanning Carried by Unmanned Aerial Vehicle and Terrestrial Laser Scanning Data by Fadil Sanaa, Sebari Imane, Bouhaloua Mohamed, Ait El kadi Kenza, Kellouch Souhail, Hamza Lfalah, Meghraoui Khadija

“…The Mediterranean forests, particularly Cork oak (Quercus suber L., 1927), make a major contribution to the fight against climate change through Carbon…”
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An Integrating Framework for Biomass and Carbon Stock Spatialization and Dynamics Assessment Using Unmanned Aerial Vehicle LiDAR (LiDAR UAV) Data, Landsat Imagery, and Forest Survey Data in the Mediterranean Cork Oak Forest of Maamora by Fadil, Sanaa, Sebari, Imane, Ajerame, Moulay Mohamed, Ajeddour, Rayhana, El Maghraoui, Ibtihal, Ait El kadi, Kenza, Zefri, Yahya, Jabrane, Mouad

“…Spatialization of biomass and carbon stocks is essential for a good understanding of the forest stand and its characteristics, especially in degraded…”
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Potential of Ground Penetrating Radar for the characterization of the shallow water table in the Mnasra region in Morocco by Sebari, Imane, Rouchdi, Mohamed, Heggy, Essam, Scabbia, Giovanni, Normand, Jonathan, Al-Maktoumi, Ali

“…Morocco is a water-scarce country confronted with a severe dependence on rain-fed agriculture and dwindling groundwater reserves. Since 1995, new water…”
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Production-Ready Deep Learning Model Optimization for Anomaly Detection in Photovoltaic Systems by Barraz, Zoubir, Abdelmoula, Ibtihal Ait, Lamrini, Nassim, Sebari, Pr. Imane

“…Anomaly detection in photovoltaic systems using deep learning models can help further automatize classification tasks and support the operator in decision…”
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Developing a deep learning-based layer-3 solution for thermal infrared large-scale photovoltaic module inspection from orthorectified big UAV imagery data by Zefri, Yahya, Sebari, Imane, Hajji, Hicham, Aniba, Ghassane

“…•Big thermal UAV imagery data from 28 photovoltaic (PV) sites are collected.•A three-layer inspection approach for large-scale PV installations is…”
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A layer-2 solution for inspecting large-scale photovoltaic arrays through aerial LWIR multiview photogrammetry and deep learning: A hybrid data-centric and model-centric approach by Zefri, Yahya, Sebari, Imane, Hajji, Hicham, Aniba, Ghassane, Aghaei, Mohammadreza

“…Defective components within solar photovoltaic (PV) arrays overheat, resulting in particular temperature patterns under the long-wave thermal infrared (LWIR)…”
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Automatic fuzzy object-based analysis of VHSR images for urban objects extraction by Sebari, Imane, He, Dong-Chen

“…We present an automatic approach for object extraction from very high spatial resolution (VHSR) satellite images based on Object-Based Image Analysis (OBIA)…”
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Applied imagery pattern recognition for photovoltaic modules’ inspection: A review on methods, challenges and future development by Yahya, Zefri, Imane, Sebari, Hicham, Hajji, Ghassane, Aniba, Bouchini-Idrissi Safia, El

“…•Image acquisition and defect cataloguing in the RGB, LWIR and SWIR spectra.•UAVs and digital photogrammetry for image acquisition.•Digital image processing…”
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In-depth investigation of applied digital photogrammetry to imagery-based RGB and thermal infrared aerial inspection of large-scale photovoltaic installations by Zefri, Yahya, Sebari, Imane, Hajji, Hicham, Aniba, Ghassane

“…We conduct a comprehensive in-depth investigation of applied digital aerial photogrammetry to imagery-based inspection of large-scale photovoltaic…”
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Modeling and spatialization of biomass and carbon stock using unmanned Aerial Vehicle Lidar (Lidar-UAV) metrics and forest inventory in cork oak forest of Maamora by Fadil, Sanaa, Sebari, Imane, Moulay, Mohamed Ajerame, El kadi, Kenza Ait

“…Recently, the concerns about climate change have heightened the need for effective methods for estimating and mapping Biomass and Carbon stock at local,…”
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