Improving the Quality of Crowdsourced Image Labeling via Label Similarity

Author:

Fang Yi-Li,Sun Hai-Long,Chen Peng-Peng,Deng Ting

Publisher

Springer Science and Business Media LLC

Subject

Computational Theory and Mathematics,Computer Science Applications,Hardware and Architecture,Theoretical Computer Science,Software

Reference30 articles.

1. Whitehill J, Ruvolo P, Wu T, Bergsma J, Movellan J R. Whose vote should count more: Optimal integration of labels from labelers of unknown expertise. In Proc. the 23rd Annual Conference on Neural Information Processing Systems (NIPS), December 2009, pp.2035-2043.

2. Li G, Wang J, Zheng Y, Franklin M J. Crowdsourced data management: A survey. IEEE Trans. Knowl. Data Eng., 2016, 28(9): 2296-2319.

3. Deng J, Dong W, Socher R, Li L, Li K, Li F. ImageNet: A large-scale hierarchical image database. In Proc. the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), June 2009, pp.248-255.

4. von Ahn L, Dabbish L. Labeling images with a computer game. In Proc. the 2004 Conference on Human Factors in Computing Systems (CHI), April 2004, pp.319-326.

5. Han T, Sun H, Song Y, Fang Y, Liu X. Incorporating external knowledge into crowd intelligence for more specific knowledge acquisition. In Proc. the 25th International Joint Conference on Artificial Intelligence (IJCAI), July 2016, pp.1541-1547.

Cited by 17 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Dynamic Labeling: A Control System for Labeling Styles in Image Annotation Tasks;Lecture Notes in Computer Science;2024

2. Performance prediction of multivariable linear regression based on the optimal influencing factors for ranking aggregation in crowdsourcing task;Data Technologies and Applications;2023-07-04

3. CROMA: a crowdsourcing web-based application for image resources platform;Third International Conference on Computer Vision and Information Technology (CVIT 2022);2023-02-24

4. A Crowdsourcing Truth Inference Algorithm Based on Hypergraph Neural Networks;2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech);2022-09-12

5. Cost-effective ensemble models selection using deep reinforcement learning;Information Fusion;2022-01

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3