Search Results - "Azeez, Omer"

Modeling of CO Emissions from Traffic Vehicles Using Artificial Neural Networks by Azeez, Omer, Pradhan, Biswajeet, Shafri, Helmi, Shukla, Nagesh, Lee, Chang-Wook, Rizeei, Hossein

“…Traffic emissions are considered one of the leading causes of environmental impact in megacities and their dangerous effects on human health. This paper…”
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Assessment of groundwater nitrate contamination hazard in a semi-arid region by using integrated parametric IPNOA and data-driven logistic regression models by Rizeei, Hossein Mojaddadi, Azeez, Omer Saud, Pradhan, Biswajeet, Khamees, Hayder Hassan

“…Groundwater hazard assessments involve many activities dealing with the impacts of pollution on groundwater, such as human health studies and environment…”
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A Joint Bayesian Optimization for the Classification of Fine Spatial Resolution Remotely Sensed Imagery Using Object-Based Convolutional Neural Networks by Azeez, Omer Saud, Shafri, Helmi Z. M., Alias, Aidi Hizami, Haron, Nuzul Azam

“…In recent years, deep learning-based image classification has become widespread, especially in remote sensing applications, due to its automatic and strong…”
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Integration of Object-Based Image Analysis and Convolutional Neural Network for the Classification of High-Resolution Satellite Image: A Comparative Assessment by Azeez, Omer Saud, Shafri, Helmi Z. M., Alias, Aidi Hizami, Haron, Nuzul A. B.

“…During the past decade, deep learning-based classification methods (e.g., convolutional neural networks—CNN) have demonstrated great success in a variety of…”
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Urban tree classification using discrete-return LiDAR and an object-level local binary pattern algorithm by Azeez, Omer Saud, Pradhan, Biswajeet, Jena, Ratiranjan

“…Urban trees have the potential to mitigate some of the harm brought about by rapid urbanization and population growth, as well as serious environmental…”
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OBJECT BOUNDARIES REGULARIZATION USING THE DYNAMIC POLYLINE COMPRESSION ALGORITHM by Saud Azeez, O., Kalantar, B., Al-Najjar, H. A. H., Halin, A. A., Ueda, N., Mansor, S.

“…This study presents a regularization approach to refine object boundaries for the purpose of buildings 3D modelling and reconstruction. Specifically, the…”
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