HBase storage schemas for massive spatial vector data
Sign Up to like & getrecommendations! Published in 2017 at "Cluster Computing"
DOI: 10.1007/s10586-017-1253-1
Abstract: With the development of Geographic Information System (GIS), the storage requirement of spatial vector data is increasing dramatically. Nowadays, designing an efficient storage schema for massive spatial vector data becomes a key step for GIS.… read more here.
Keywords: storage; hbase; spatial vector; vector data ... See more keywords
A graph convolutional neural network for classification of building patterns using spatial vector data
Sign Up to like & getrecommendations! Published in 2019 at "ISPRS Journal of Photogrammetry and Remote Sensing"
DOI: 10.1016/j.isprsjprs.2019.02.010
Abstract: Abstract Machine learning methods, specifically, convolutional neural networks (CNNs), have emerged as an integral part of scientific research in many disciplines. However, these powerful methods often fail to perform pattern analysis and knowledge mining with… read more here.
Keywords: neural network; spatial vector; graph convolutional; vector data ... See more keywords