J
Jonghyeon Yang
Publications - 3
Citations - 38
Jonghyeon Yang is an academic researcher. The author has contributed to research in topics: Statistical classification & Support vector machine. The author has an hindex of 2, co-authored 3 publications receiving 23 citations.
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Machine Learning Classification of Buildings for Map Generalization
TL;DR: Although elimination is a direct part of the proposed process, generalization operations, such as simplification and aggregation of polygons, must still be performed for buildings classified as retained and aggregated, and these algorithms can be used for building classification and can serve as preparatory steps for building generalization.
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Indoor Reconstruction from Floorplan Images with a Deep Learning Approach
TL;DR: High-quality raster segmentation results and reliable vector data with node-edge structure and thickness attributes that enabled the structures of vertical and horizontal wall segments and diagonal walls to be determined with precision are obtained.
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Design and Implementation of Semantic Search for POI Utilizing Collective Intelligence
TL;DR: This study designed and implemented service that constructs empirical information from tag and image, and provides an intuitive spatial navigation experience for POI semantic search using collective intelligence.