Superpixel-Based Hybrid Discriminative Random Field for Fast PolSAR Image Classification

Superpixel-Based Hybrid Discriminative Random Field for Fast PolSAR Image Classification

Performance of the powerful discriminative random field (DRF) model for image processing and analysis is easily affected by the inherent speckle noise and the time-consuming iteration. Therefore, in this paper, a superpixel-based hybrid DRF (sp-HDRF) model is proposed for fast polarimetric synthetic...

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Bibliographic Details
Main Authors: Wanying Song, Ming Li, Peng Zhang, Yan Wu, Xiaofeng Tan
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Polarimetric synthetic aperture radar (PolSAR)
image classification
discriminative random fields (DRF)
superpixel
Online Access:https://ieeexplore.ieee.org/document/8641272/

Internet

https://ieeexplore.ieee.org/document/8641272/

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