Remote sensing image captioning via Variational Autoencoder and Reinforcement Learning

Image captioning, i.e., generating the natural semantic descriptions of given image, is an essential task for machines to understand the content of the image. Remote sensing image captioning is a part of the field. Most of the current remote sensing image captioning models suffered the overfitting p...

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Bibliographic Details
Published in:	Knowledge-based systems Vol. 203; p. 105920
Main Authors:	Shen, Xiangqing, Liu, Bing, Zhou, Yong, Zhao, Jiaqi, Liu, Mingming
Format:	Journal Article
Language:	English
Published:	Amsterdam Elsevier B.V 05.09.2020 Elsevier Science Ltd
Subjects:	Convolutional neural network Learning Machinery Reinforcement Reinforcement learning Remote sensing Remote sensing image captioning Self-attention mechanisms Semantic features Semantics Transfer learning Transformer Variational Autoencoder Transformer Remote sensing image captioning Transfer learning Variational Autoencoder Convolutional neural network Reinforcement learning Self-attention mechanisms
ISSN:	0950-7051, 1872-7409
Online Access:	Get full text
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