Building Extraction from High Spatial Resolution Remote Sensing Images via Multiscale-Aware and Segmentation-Prior Conditional Random Fields

Building Extraction from High Spatial Resolution Remote Sensing Images via Multiscale-Aware and Segmentation-Prior Conditional Random Fields

Building extraction is a binary classification task that separates the building area from the background in remote sensing images. The conditional random field (CRF) is directly modelled by the maximum posterior probability, which can make full use of the spatial neighbourhood information of both la...

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Bibliographic Details
Main Authors: Qiqi Zhu, Zhen Li, Yanan Zhang, Qingfeng Guan
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Remote Sensing
Subjects:
HSR imagery
building extraction
conditional random fields
D-LinkNet
segmentation prior
Online Access:https://www.mdpi.com/2072-4292/12/23/3983

Internet

https://www.mdpi.com/2072-4292/12/23/3983

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