Building façade element extraction based on multidimensional virtual semantic feature map ensemble learning and hierarchical clustering

Building façade element extraction based on multidimensional virtual semantic feature map ensemble learning and hierarchical clustering

Building façade elements are an important foundation for smart cities. As buildings exhibit an array of textures and geometric forms, the process of image acquisition is easily affected, although the robustness of texture in scenes (e.g., dilapidated buildings) is poor, with high point cloud data, a...

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Bibliographic Details
Main Authors: Rongchun Zhang, Yiting He, Liang Cheng, Xuefeng Yi, Guanming Lu, Lijun Yang
Format: Article
Language:English
Published: Elsevier 2022-11-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Building façades
Ensemble learning
Feature extraction
Semantic segmentation
Online Access:http://www.sciencedirect.com/science/article/pii/S1569843222002564

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