OPT OpenIR  > 光学影像学习与分析中心
Semantic Descriptions of High-Resolution Remote Sensing Images
Wang, Binqiang1,2; Lu, Xiaoqiang1; Zheng, Xiangtao1; Li, Xuelong3
Department光学影像学习与分析中心
2019-08
Source PublicationIEEE Geoscience and Remote Sensing Letters
ISSN1545598X
Volume16Issue:8Pages:1274-1278
Contribution Rank1
Abstract

Image captioning has attracted more and more attention in remote sensing filed since it provides more specific information than traditional tasks, such as classification. Though image captioning has gained some developments in recent years, it is difficult to describe the image in one simple sentence. To relieve the limitation, a novel captioning task is proposed and a novel framework is proposed to solve the novel task. The proposed framework uses semantic embedding to measure the image representation and the sentence representation. The captioning performance is improved by a proposed sentence representation (collective representation). Experimental results and human evaluations on three captioning data sets in remote sensing field demonstrate that the proposed framework can lead to advancement in image captioning results. © 2019 IEEE.

KeywordHigh-resolution remote sensing image semantic understanding
DOI10.1109/LGRS.2019.2893772
Indexed BySCI ; EI
Language英语
WOS IDWOS:000476814300021
PublisherInstitute of Electrical and Electronics Engineers Inc.
EI Accession Number20193007231091
Citation statistics
Cited Times:2[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.opt.ac.cn/handle/181661/31607
Collection光学影像学习与分析中心
Corresponding AuthorLu, Xiaoqiang
Affiliation1.Key Laboratory of Spectral Imaging Technology CAS, Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an; 710119, China;
2.University of Chinese Academy of Sciences, Beijing; 100049, China;
3.Center for Optical Imagery Analysis and Learning, School of Computer Science, Northwestern Polytechnical University, Xi'an; 710072, China
Recommended Citation
GB/T 7714
Wang, Binqiang,Lu, Xiaoqiang,Zheng, Xiangtao,et al. Semantic Descriptions of High-Resolution Remote Sensing Images[J]. IEEE Geoscience and Remote Sensing Letters,2019,16(8):1274-1278.
APA Wang, Binqiang,Lu, Xiaoqiang,Zheng, Xiangtao,&Li, Xuelong.(2019).Semantic Descriptions of High-Resolution Remote Sensing Images.IEEE Geoscience and Remote Sensing Letters,16(8),1274-1278.
MLA Wang, Binqiang,et al."Semantic Descriptions of High-Resolution Remote Sensing Images".IEEE Geoscience and Remote Sensing Letters 16.8(2019):1274-1278.
Files in This Item:
File Name/Size DocType Version Access License
Semantic Description(1229KB)期刊论文出版稿限制开放CC BY-NC-SAApplication Full Text
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Wang, Binqiang]'s Articles
[Lu, Xiaoqiang]'s Articles
[Zheng, Xiangtao]'s Articles
Baidu academic
Similar articles in Baidu academic
[Wang, Binqiang]'s Articles
[Lu, Xiaoqiang]'s Articles
[Zheng, Xiangtao]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Wang, Binqiang]'s Articles
[Lu, Xiaoqiang]'s Articles
[Zheng, Xiangtao]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.