Integrating Adversarial Generative Network with Variational Autoencoders towards Cross-Modal Alignment for Zero-Shot Remote Sensing Image Scene Classification

Integrating Adversarial Generative Network with Variational Autoencoders towards Cross-Modal Alignment for Zero-Shot Remote Sensing Image Scene Classification

Remote sensing image scene classification takes image blocks as classification units and predicts their semantic descriptors. Because it is difficult to obtain enough labeled samples for all classes of remote sensing image scenes, zero-shot classification methods which can recognize image scenes tha...

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Bibliographic Details
Main Authors: Suqiang Ma, Chun Liu, Zheng Li, Wei Yang
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Remote Sensing
Subjects:
zero-shot learning
remote sensing image scene classification
cross-modal feature alignment
variational autoencoder
generative adversarial network
Online Access:https://www.mdpi.com/2072-4292/14/18/4533

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https://www.mdpi.com/2072-4292/14/18/4533

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