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Found 5 papers, 4 papers with code
District-scale surface temperatures generated from high-resolution longitudinal thermal infrared images
The rooftop infrared thermography observatory with a multi-modal platform that is capable of assessing a wide range of dynamic processes in urban systems was deployed in Singapore.
Knowledge and topology: A two layer spatially dependent graph neural networks to identify urban functions with time-series street view image
In this paper, we construct an urban topological map network using OpenStreetMap data in Wuhan, China, and compute a semantic representation of the scene as a whole at the street scale using a large-scale pre-trained model.
GANmapper: geographical data translation
We present a new method to create spatial data using a generative adversarial network (GAN).
Assessing bikeability with street view imagery and computer vision
The results suggest that SVI and CV are adequate to evaluate bikeability in cities comprehensively.
Classification of Urban Morphology with Deep Learning: Application on Urban Vitality
The method is implemented by generating an image of the street network (Colored Road Hierarchy Diagram), which we introduce in this paper, and classifying it using a deep convolutional neural network (ResNet-34).
