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...

Celý popis

Uložené v:

Podrobná bibliografia
Vydané v:	Knowledge-based systems Ročník 203; s. 105920
Hlavní autori:	Shen, Xiangqing, Liu, Bing, Zhou, Yong, Zhao, Jiaqi, Liu, Mingming
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Amsterdam Elsevier B.V 05.09.2020 Elsevier Science Ltd
Predmet:	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
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!

Buďte prvý, kto okomentuje tento záznam!