Second-order texton feature extraction and pattern recognition of building polygon cluster using CNN network

Second-order texton feature extraction and pattern recognition of building polygon cluster using CNN network

The cluster patterns of features in map space represent a comprehensive reflection of individual feature geometric attributes and their spatial adjacency relationships. These patterns also embody spatial cognition results under the Gestalt principle. Describing non-linear spatial cluster patterns as...

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Bibliographic Details
Main Authors: Pengcheng Liu, Ziqin Shao, Tianyuan Xiao
Format: Article
Language:English
Published: Elsevier 2024-05-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Building polygon cluster pattern
Second-order texton co-occurrence matrix
Convolutional neural network
Map generalization
Gestalt principle
Online Access:http://www.sciencedirect.com/science/article/pii/S1569843224001481

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http://www.sciencedirect.com/science/article/pii/S1569843224001481

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