A Two-View Learning Approach for Image Tag Ranking

• المؤلفون الرئيسيون: ZHUANG, Jinfeng, HOI, Steven C. H.
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2011
• الموضوعات: Annotation; Image search; Optimization; Recommendation; Social images; Tag ranking; Two-view learning; Computer Sciences; Databases and Information Systems
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/2353; https://ink.library.smu.edu.sg/context/sis_research/article/3353/viewcontent/A_Two_View_Learning_Approach_for_Image_Tag_Ranking.pdf

Tags of social images play a central role for text-based social image retrieval and browsing tasks. However, the original tags annotated by web users could be noisy, irrelevant, and often incomplete for describing the image contents, which may severely deteriorate the performance of text-based image...