Learning Dual Semantic Relations With Graph Attention for Image-Text Matching

Image-Text Matching is one major task in cross-modal information processing. The main challenge is to learn the unified visual and textual representations. Previous methods that perform well on this task primarily focus on not only the alignment between region features in images and the correspondin...

Celý popis

Uložené v:

Podrobná bibliografia
Vydané v:	IEEE transactions on circuits and systems for video technology Ročník 31; číslo 7; s. 2866 - 2879
Hlavní autori:	Wen, Keyu, Gu, Xiaodong, Cheng, Qingrong
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York IEEE 01.07.2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:	Alignment Automobiles Birds Cross-modal retrieval Data processing Feature extraction graph attention Hierarchies Image retrieval image text matching Learning Modules Representations semantic relation Semantic relations Semantics Sentences Task analysis Visualization Words (language)
ISSN:	1051-8215, 1558-2205
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!

Buďte prvý, kto okomentuje tento záznam!