Mining weakly labeled web facial images for search-based face annotation

• المؤلفون الرئيسيون: WANG, Dayang, HOI, Steven C. H., HE, Ying
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2011
• الموضوعات: Auto face annotation; Web facial images; Unsupervised learning; Databases and Information Systems; Numerical Analysis and Scientific Computing
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/4175; https://ink.library.smu.edu.sg/context/sis_research/article/5178/viewcontent/MiningWeaklyLabeledWebFace_SIGIR_2011.pdf

In this paper, we investigate a search-based face annotation framework by mining weakly labeled facial images that are freely available on the internet. A key component of such a search-based annotation paradigm is to build a database of facial images with accurate labels. This is however challengin...