Scene text recognition via dual character counting-aware visual and semantic modeling network

doi:10.1007/s11432-023-3935-8

CORC > 自动化研究所 > 中国科学院自动化研究所 > 多模态人工智能系统全国重点实验室

	Scene text recognition via dual character counting-aware visual and semantic modeling network
	Xiao, Ke 1; Zhu, Anna 1; Iwana, Brian Kenji 2; Liu, Cheng-Lin 3,4
刊名	SCIENCE CHINA-INFORMATION SCIENCES
	2024-03-01
卷号	67 期号:3 页码:2
ISSN号	1674-733X
DOI	10.1007/s11432-023-3935-8
通讯作者	Zhu, Anna(annazhu@whut.edu.cn)
英文摘要	ConclusionIn this work, we study character counting in STR from a new viewpoint, giving a principled framework showing that the counting information is involved in both visual decoding and semantic decoding. Based on the principled framework, we propose a novel scene text recognizer with a dual character counting-aware visual and semantic modeling network, where the counting information is fused in both vision and language branches. Experimental results demonstrate the effectiveness of our model.
资助项目	Open Project Program of the National Laboratory of Pattern Recognition (NLPR)[202200049]
WOS研究方向	Computer Science ; Engineering
语种	英语
出版者	SCIENCE PRESS
WOS记录号	WOS:001159964100002
资助机构	Open Project Program of the National Laboratory of Pattern Recognition (NLPR)
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/55355]
专题	多模态人工智能系统全国重点实验室
通讯作者	Zhu, Anna
作者单位	1.Wuhan Univ Technol, Sch Comp Sci & Artificial Intelligence, Wuhan 430070, Peoples R China 2.Kyushu Univ, Human Interface Lab, Fukuoka 8190395, Japan 3.Chinese Acad Sci, Inst Automat, State Key Lab Multimodal Artificial Intelligence S, Beijing 100190, Peoples R China 4.Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
推荐引用方式 GB/T 7714	Xiao, Ke,Zhu, Anna,Iwana, Brian Kenji,et al. Scene text recognition via dual character counting-aware visual and semantic modeling network[J]. SCIENCE CHINA-INFORMATION SCIENCES,2024,67(3):2.
APA	Xiao, Ke,Zhu, Anna,Iwana, Brian Kenji,&Liu, Cheng-Lin.(2024).Scene text recognition via dual character counting-aware visual and semantic modeling network.SCIENCE CHINA-INFORMATION SCIENCES,67(3),2.
MLA	Xiao, Ke,et al."Scene text recognition via dual character counting-aware visual and semantic modeling network".SCIENCE CHINA-INFORMATION SCIENCES 67.3(2024):2.