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Found 7 papers, 4 papers with code
Deep Umbra: A Generative Approach for Sunlight Access Computation in Urban Spaces
Sunlight and shadow play critical roles in how urban spaces are utilized, thrive, and grow.
Towards Global-Scale Crowd+AI Techniques to Map and Assess Sidewalks for People with Disabilities
There is a lack of data on the location, condition, and accessibility of sidewalks across the world, which not only impacts where and how people travel but also fundamentally limits interactive mapping tools and urban analytics.
Urban Rhapsody: Large-scale exploration of urban soundscapes
Noise is one of the primary quality-of-life issues in urban environments.
CitySurfaces: City-Scale Semantic Segmentation of Sidewalk Materials
While designing sustainable and resilient urban built environment is increasingly promoted around the world, significant data gaps have made research on pressing sustainability issues challenging to carry out.
Sidewalk Measurements from Satellite Images: Preliminary Findings
Large-scale analysis of pedestrian infrastructures, particularly sidewalks, is critical to human-centric urban planning and design.
Transportation Scenario Planning with Graph Neural Networks
Providing efficient human mobility services and infrastructure is one of the major concerns of most mid-sized to large cities around the world.
Learning Geo-Contextual Embeddings for Commuting Flow Prediction
Then, an attention mechanism is proposed based on the framework of graph attention network (GAT) to capture the spatial correlations and encode geographic contextual information to embedding space.
