Visipedia circa 2015
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- 作者：Serge Belongiea ; sjb344@cornell.edu" class="auth_mail" title="E-mail the corresponding author ; Pietro Perona ; b ; perona@caltech.edu" class="auth_mail" title="E-mail the corresponding author
- 关键词：Visipedia ; Visual recognition ; Human-machine interaction ; Machine learning ; Active learning ; Wikipedia ; Visual psychology ; Crowdsourcing ; Computer Vision
- 刊名：Pattern Recognition Letters
- 出版年：2016
- 出版时间：1 March 2016
- 年：2016
- 卷：72
- 期：Complete
- 页码：15-24
- 全文大小：4365 K
文摘
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Survey of research pertaining to Visipedia project.
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Account of real-world system for bird species identification.
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Framework for characterizing schools of thought in crowdsourcing based binary annotation.
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Methods for crowdclustering and perceptual embedding estimation for category discovery and attribute induction.
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Discussion of open problems and research challenges involving systems composed of humans and machines.