Search Results - "Alhassan, Victor"
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High-Resolution Semantically Consistent Image-to-Image Translation
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2023)“…Deep learning has become one of remote sensing scientists' most efficient computer vision tools in recent years. However, the lack of training labels for the…”
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Journal Article -
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A deep learning framework for land-use/land-cover mapping and analysis using multispectral satellite imagery
Published in Neural computing & applications (01-06-2020)“…In this article, we present an approach to land-use and land-cover (LULC) mapping from multispectral satellite images using deep learning methods. The terms…”
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Journal Article -
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Understanding how extreme heat impacts human activity-mobility and time use patterns
Published in Transportation research. Part D, Transport and environment (01-11-2024)“…There is growing interest in understanding the interaction between weather and transportation and the ability of communities and the nation’s infrastructure to…”
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Automated LULC map production using deep neural networks
Published in International journal of remote sensing (03-06-2019)“…This article presents an approach to automating the creation of land-use/land-cover classification (LULC) maps from satellite images using deep neural networks…”
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Journal Article -
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High-resolution semantically-consistent image-to-image translation
Published 13-09-2022“…Deep learning has become one of remote sensing scientists' most efficient computer vision tools in recent years. However, the lack of training labels for the…”
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Journal Article