Neighbor-Based Label Distribution Learning to Model Label Ambiguity for Aerial Scene Classification

Neighbor-Based Label Distribution Learning to Model Label Ambiguity for Aerial Scene Classification

Many aerial images with similar appearances have different but correlated scene labels， which causes the label ambiguity. Label distribution learning (LDL) can express label ambiguity by giving each sample a label distribution. Thus, a sample contributes to the learning of its ground-truth label as...

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Bibliographic Details
Main Authors: Jianqiao Luo, Yihan Wang, Yang Ou, Biao He, Bailin Li
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Remote Sensing
Subjects:
scene classification
label ambiguity
label distribution learning
sample neighbors
subspace learning
Online Access:https://www.mdpi.com/2072-4292/13/4/755

Internet

https://www.mdpi.com/2072-4292/13/4/755

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