Litcius/Paper detail

Near Real-Time Semantic View Analysis of 3D City Models in Web Browser

Juho‐Pekka Virtanen, Kaisa Jaalama, Tuulia Puustinen, Arttu Julin, Juha Hyyppä, Hannu Hyyppä

2021ISPRS International Journal of Geo-Information31 citationsDOIOpen Access PDF

Abstract

3D city models and their browser-based applications have become an increasingly applied tool in the cities. One of their applications is the analysis views and visibility, applicable to property valuation and evaluation of urban green infrastructure. We present a near real-time semantic view analysis relying on a 3D city model, implemented in a web browser. The analysis is tested in two alternative use cases: property valuation and evaluation of the urban green infrastructure. The results describe the elements visible from a given location, and can also be applied to object type specific analysis, such as green view index estimation, with the main benefit being the freedom of choosing the point-of-view obtained with the 3D model. Several promising development directions can be identified based on the current implementation and experiment results, including the integration of the semantic view analysis with virtual reality immersive visualization or 3D city model application development platforms.

Topics & Concepts

Computer science3D city modelsVisualizationVirtual realityValuation (finance)Property (philosophy)Semantic analysis (machine learning)Point (geometry)Semantic WebVisibilityData scienceWorld Wide WebHuman–computer interactionInformation retrievalData miningGeographyMeteorologyFinanceEpistemologyMathematicsEconomicsGeometryPhilosophy3D Modeling in Geospatial ApplicationsLand Use and Ecosystem ServicesRemote Sensing and LiDAR Applications