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...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Knowledge-based systems Jg. 203; S. 105920
Hauptverfasser:	Shen, Xiangqing, Liu, Bing, Zhou, Yong, Zhao, Jiaqi, Liu, Mingming
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Amsterdam Elsevier B.V 05.09.2020 Elsevier Science Ltd
Schlagworte:	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-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!