Two-Stage Multi-Task Representation Learning for Synthetic Aperture Radar (SAR) Target Images Classification

Two-Stage Multi-Task Representation Learning for Synthetic Aperture Radar (SAR) Target Images Classification

In this paper, we propose a two-stage multi-task learning representation method for the classification of synthetic aperture radar (SAR) target images. The first stage of the proposed approach uses multi-features joint sparse representation learning, modeled as a ℓ 2 , 1 -norm regularized...

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Bibliographic Details
Main Authors: Xinzheng Zhang, Yijian Wang, Zhiying Tan, Dong Li, Shujun Liu, Tao Wang, Yongming Li
Format: Article
Language:English
Published: MDPI AG 2017-11-01
Series:Sensors
Subjects:
SAR
images classification
multitask learning
sparse representation
collaborative representation
Online Access:https://www.mdpi.com/1424-8220/17/11/2506

Internet

https://www.mdpi.com/1424-8220/17/11/2506

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