Deep learning

Automatic Tunnel Crack Inspection Using an Efficient Mobile Imaging Module and a Lightweight CNN
Cracks in tunnel linings are the most common tunnel defects. As early indicators of structural deterioration, cracks represent critical …
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Improving Synthetic 3D Model-Aided Indoor Image Localization via Domain Adaptation
Although the deep learning-based indoor image localization has made significant improvement in terms of accuracy, efficiency, and …
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End-to-End Fovea Localisation in Colour Fundus Images With a Hierarchical Deep Regression Network
Accurately locating the fovea is a prerequisite for developing computer aided diagnosis (CAD) of retinal diseases. In colour fundus …
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Deep Learning-Based Remote and Social Sensing Data Fusion for Urban Region Function Recognition
Urban region function recognition is key to rational urban planning and management. Due to the complex socioeconomic nature of …
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Integrating Aerial and Street View Images for Urban Land Use Classification
Urban land use is key to rational urban planning and management. Traditional land use classification methods rely heavily on domain …
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